From 32fa80c6da88cfd73f411e8731003c5aa04f043f Mon Sep 17 00:00:00 2001 From: "Hammond, Rob" <13874373+RHammond2@users.noreply.github.com> Date: Thu, 16 Apr 2026 10:30:35 -0700 Subject: [PATCH 01/13] update gitignore for cost curves output --- .gitignore | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 715eb30c..0d5ab6aa 100644 --- a/.gitignore +++ b/.gitignore @@ -115,5 +115,10 @@ docs/cables/Figs # Pycharm .idea/ -# Other +# ORBIT-specific Analysis/ +examples/configs/array_system.yaml +examples/configs/export_system.yaml +examples/configs/mooring_system.yaml +examples/configs/oss.yaml +examples/configs/substructure.yaml From 84f5b9f3e21d87c22a3830697b2f12d7996eee28 Mon Sep 17 00:00:00 2001 From: "Hammond, Rob" <13874373+RHammond2@users.noreply.github.com> Date: Thu, 16 Apr 2026 10:31:21 -0700 Subject: [PATCH 02/13] update cost curve config for deprecations and missing turbine file and place alongside other configs --- examples/{ => configs}/nrwal.yaml | 14 ++++++++------ 1 file changed, 8 insertions(+), 6 deletions(-) rename examples/{ => configs}/nrwal.yaml (83%) diff --git a/examples/nrwal.yaml b/examples/configs/nrwal.yaml similarity index 83% rename from examples/nrwal.yaml rename to examples/configs/nrwal.yaml index 561dbfa7..aea91f31 100644 --- a/examples/nrwal.yaml +++ b/examples/configs/nrwal.yaml @@ -2,15 +2,15 @@ site: depth: 30 distance: 100 - distance_to_landfall: 60 mean_windspeed: 9 -turbine: 17MW_low_SP +turbine: 15MW_generic plant: layout: grid num_turbines: 36 row_spacing: 7 substation_distance: 1 turbine_spacing: 7 + # --- Additional Configs --- OffshoreSubstationInstallation: feeder: example_heavy_feeder @@ -26,9 +26,10 @@ export_cable_install_vessel: example_cable_lay_vessel export_system_design: cables: XLPE_1000mm_220kV percent_added_length: 0.05 -landfall: - interconnection_distance: 3 - trench_length: 2 + landfall: + interconnection_distance: 3 + trench_length: 2 + distance_to_landfall: 60 oss_install_vessel: example_heavy_lift_vessel scour_protection_design: @@ -40,7 +41,8 @@ port: monthly_rate: 2000000.0 sub_assembly_lines: 1 turbine_assembly_cranes: 1 -# --- Don't specify these here since they're set in the curve generator --- + +# NOTE: Don't specify any of the below settings becacuse they're set in the curve generator # design_phases: # - MonopileDesign # - ScourProtectionDesign From 2a068a638fa8fe41a5ddb0957248ebd5ecffb192 Mon Sep 17 00:00:00 2001 From: "Hammond, Rob" <13874373+RHammond2@users.noreply.github.com> Date: Thu, 16 Apr 2026 10:38:12 -0700 Subject: [PATCH 03/13] enabel cost curve example --- docs/_config.yml | 1 - docs/_toc.yml | 1 + 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/_config.yml b/docs/_config.yml index 72a493c5..58b9989f 100644 --- a/docs/_config.yml +++ b/docs/_config.yml @@ -18,7 +18,6 @@ execute: - Thumbs.db - DS_Store - "**.ipynb_checkpoints" - - "topical_guides/cost_curves.md" # Define the name of the latex output file for PDF builds latex: diff --git a/docs/_toc.yml b/docs/_toc.yml index eec00dd9..61d60338 100644 --- a/docs/_toc.yml +++ b/docs/_toc.yml @@ -25,6 +25,7 @@ parts: - file: topical_guides/custom_array - file: topical_guides/export_cable_system - file: topical_guides/cable_installation + - file: topical_guides/cost_curves - caption: API Reference chapters: - file: api/ProjectManager From 2d0ec16496544d8dc9df84137957f4b6d15e912c Mon Sep 17 00:00:00 2001 From: "Hammond, Rob" <13874373+RHammond2@users.noreply.github.com> Date: Thu, 16 Apr 2026 10:38:33 -0700 Subject: [PATCH 04/13] add updated cost curves example --- docs/topical_guides/cost_curves.md | 388 ++++++++++++++++------------- 1 file changed, 219 insertions(+), 169 deletions(-) diff --git a/docs/topical_guides/cost_curves.md b/docs/topical_guides/cost_curves.md index 230bce02..84ac2729 100644 --- a/docs/topical_guides/cost_curves.md +++ b/docs/topical_guides/cost_curves.md @@ -6,7 +6,7 @@ jupytext: format_version: 0.13 jupytext_version: 1.19.1 kernelspec: - display_name: bos + display_name: Python 3 (ipykernel) language: python name: python3 --- @@ -14,29 +14,33 @@ kernelspec: # Cost Curve Creator This notebook enables fitting curves to ORBIT models to create a cost function that can be -embedded in NRWAL. -A variety of curve and surface fitting options are available, and new ones can be added easily. -There are also tools for visualizing the ORBIT data and fitted curves. +embedded in [NRWAL](https://github.com/NatLabRockies/NRWAL). A variety of curve and surface +fitting options are available, and new ones can be added easily. There are also tools for +visualizing the ORBIT data and fitted curves. -## Dependencies +## Extra Optional Dependencies -- ORBIT -- ipympl enables interactive matplotlib elements in jupyter notebooks via the `%matplotlib widget` magic command below +- `ipympl` (`pip install ipympl`) enables interactive matplotlib elements in Jupyter notebooks via + the `%matplotlib widget` magic command below ## Instructions Follow the steps below to configure and run the notebook. -1. Create a basic ORBIT configuration file including at least the following sections: -- site -- turbine -- plant - -2. Configure the notebook by setting the following variables in the "Configuration" section: -- `BASE_CONFIG`: the ORBIT config file at a given path -- `DEPTHS`: a list of water depths to use for cost curves -- `MEAN_WIND_SPEED`: a list of mean wind speed to use for cost curves -- Add any additional global parameter ranges +1. Create a basic ORBIT configuration file including at least the following sections. As a note, + this example makes use of the + [`narwal.yaml`](https://github.com/NLRWindSystems/ORBIT/tree/main/examples/configs/narwal.yaml) + configuration file. +* site +* turbine +* plant + +2. Configure the notebook by setting the following variables in the + [Configuration](#configuration) section: +* `BASE_CONFIG`: the ORBIT config file at a given path +* `DEPTHS`: a list of water depths to use for cost curves +* `MEAN_WIND_SPEED`: a list of mean wind speed to use for cost curves +* Add any additional global parameter ranges 3. Run the notebook to establish a first-pass fit for the ORBIT data. This will also plot the ORBIT data and curves. @@ -44,19 +48,21 @@ data and curves. 4. Refine the curve fits by swapping the curve-fit function from the options available in the "Curve Fit Library" section ++++ + ## Practical Guidance -This notebook specifically models spatially varying costs typically related to water depth -but in some cases other variables are considered. The same methods could be used to model -the cost relationship for other variables. The general workflow is to first create a parameterized -ORBIT model and obtain the cost as a function of the variables of interest. -Then, fit a curve or surface to the data by starting with the linear options. -Plot the data and curve fits to evaluate whether the linear forms are sufficient. -If not, move to the quadratic or higher order curve fits. +This notebook specifically models spatially varying costs typically related to water depth but in +some cases other variables are considered. The same methods could be used to model the cost +relationship for other variables. The general workflow is to first create a parameterized ORBIT +model and obtain the cost as a function of the variables of interest. Then, fit a curve or surface +to the data by starting with the linear options. Plot the data and curve fits to evaluate whether +the linear forms are sufficient. If not, move to the quadratic or higher order curve fits. A class `CostFunction` is provided to simplify running the ORBIT parameterization, fit the curves to the data, and visualize the results. An example is given below to instantiate the class: + ```python cost_function = CostFunction( config={"design_phases": ["MonopileDesign"]}, @@ -70,13 +76,14 @@ cost_function = CostFunction( ) ``` -The config parameter is a dictionary containing additional configuration parameters to add to -the basic ORBIT configuration provided through the input file created in Step 1 in the instructions. -Any parameters given in the `CostFunction` config will be added to the base configuration or -overwritten if they already exist. The parameters dictionary contains the variables to be varied -in the cost function via `ORBIT.ParametricManager`, and the results dictionary sets the results -variables from ORBIT. Each of these dictionaries are passed directly to the -`ORBIT.ParametricManager` class. +The `config` parameter is a dictionary containing additional configuration parameters to add to +the base ORBIT configuration provided through the input file created in Step 1 in the instructions. +Any parameters given in the `CostFunction` `config` will be added to the base configuration or +overwritten if they already exist. + +The `parameters` dictionary contains the variables to be varied in the cost function via +ORBIT's `ParametricManager`, and the `results` dictionary sets the results variables from ORBIT. +Each of these dictionaries are passed directly to the `ParametricManager` class. The fitted curves are saved on the `CostFunction` object and multiple types can exist at the same time. Two versions of one type cannot be saved at the same time. To create a curve fit, @@ -90,6 +97,7 @@ Considerations: - A new `CostFunction` instance should be created for each cost model. ### Plotting API for 2D vs 3D plots + The `CostFunction` class handles 2D and 3D data seamlessly by using the x and z parameters for 2D and adding y for 3D. The appropriate matplotlib API is used depending if the data is 2D or 3D. From the calling script, be sure to configure the Axes that is given to `CostFunction.plot` with @@ -106,8 +114,7 @@ The following code block provides a template for creating a cost function for a two independent parameters. ```python - -# Create the CostFunction object with the ORBIT configuration for the parameterization +# 1. Create the CostFunction object with the ORBIT configuration for the parameterization cost_function = CostFunction( config={ "design_phases": ["Design"], @@ -121,16 +128,16 @@ cost_function = CostFunction( } ) -# Run ORBIT via ORBIT.ParametricManager +# 2. Run ORBIT via ORBIT.ParametricManager cost_function.run() -# Fit two curves (surfaces since there are two independent parameters) to the data. +# 3. Fit two curves (surfaces since there are two independent parameters) to the data. # After running the following two commands, the CostFunction object will have two related # attributes that store the curve fits. cost_function.fit_curve("linear_2d") cost_function.fit_curve("quadratic_2d") -# Plot the data and curves +# 4. Plot the data and curves fig = plt.figure() ax = fig.add_subplot(1, 1, 1) ax.set_title("Depth vs mean wind speed") @@ -138,11 +145,11 @@ ax.set_xlabel("Depth (m)") ax.set_ylabel("Mean wind speed (m/s)") ax.set_zlabel("Cost ($)") cost_function.plot(ax, plot_data=True) -cost_function.plot(ax, plot_curves=["linear_1d", "quadratic_1d"]) # These curves must have been generated first +cost_function.plot(ax, plot_curves=["linear_2d", "quadratic_2d"]) # These curves must have been generated first # alternatively, the two lines above could be combined into a single line: # cost_function.plot(ax, plot_data=True, plot_curves=["linear_1d", "quadratic_1d"]) -# Export the curve function to a NRWAL-compatible file +# 5. Export the curve function to a NRWAL-compatible file cost_function.export("design.yaml", "design_system") ``` @@ -150,29 +157,30 @@ cost_function.export("design.yaml", "design_system") There are a number of curve fit options in the `CostFunction` class, and more can be added by creating a new method and connecting it in some key places in the class. + First, create a new method on the `CostFunction` class that follows the naming convention of -`{curve_type}_{dimension}` where `curve_type` is the name of the type of function like -"exponential" or "linear" and `dimension` is the number of independent variables the curve. -The function should return the fitted curve evaluated at the data points given to fit the curve. -A generic function signature is given below: +`{curve_type}_{dimension}` where `curve_type` is the name of the type of function like "exponential" +or "linear" and `dimension` is the number of independent variables the curve. The function should +return the fit curve evaluated at the data points given to fit the curve. A generic function +signature is given below: + ```python class CostFunction: def curvetype_dimension(self): + ... - # Such as: def linear_1d(self): + ... ``` To fit a curve to the data for one independent variable, it is recommended to use the -`scipy.optimize.curve_fit` function via the `Curves` class. -In general, a one-dimensional curve fit function will follow the form given below. -By setting the curve fit function `f`, you define the shape of the curve and set -the order of the coefficients in `self.coeffs` since they are returned in the order they are -given in the function signature. -The `Curves.polynomal_eval` function is available to easily evaluate polynomial curves, but other -curve-types can be evaluated by simply plugging in the data points (`self.x`) to the fitted -function. +`scipy.optimize.curve_fit` function via the `Curves` class. In general, a one-dimensional curve fit +function will follow the form given below. By setting the curve fit function `f`, you define the +shape of the curve and set the order of the coefficients in `self.coeffs` since they are returned in +the order they are given in the function signature. The `Curves.polynomal_eval` function is +available to easily evaluate polynomial curves, but other curve-types can be evaluated by simply +plugging in the data points (`self.x`) to the fit function. ```python # Define a function for a prototype curve; this is where you define the shape of the curve @@ -188,31 +196,32 @@ self.coeffs = Curves.fit(f, self.x, self.z) self._linear_1d_curve = Curves.polynomial_eval(self.coeffs, self.x) ``` -A two-dimensional curve (surface) fit will typically follow a similar process, as should below. -For these types, it is recommended to use the `numpy.linalg.lstsq` function. -First, reshape the data into a new array with each element containing the three-dimensional -data points. -Then, stack the data into a column matrix in the form of the equation that you're implementing. -See the comments in the code block for more information. -Evaluate the curve at the data points (`self.x`, `self.y`) by stating the form of the curve -with the coefficients from the curve fit. +A two-dimensional curve (surface) fit will typically follow a similar process, as shown below. For +these types, it is recommended to use the `numpy.linalg.lstsq` function. First, reshape the data +into a new array with each element containing the three-dimensional data points. Then, stack the +data into a column matrix in the form of the equation that you're implementing. See the comments in +the code block for more information. Evaluate the curve at the data points (`self.x`, `self.y`) by +stating the form of the curve with the coefficients from the curve fit. ```python - # Reshape the data into a new array with each element containing the three-dimensional data points + ... + + # Reshape the data into a new array where each element is a three-dimensional data point data_to_fit = np.array(list(zip(self.x, self.y, self.z))) - # Stack the data into a column matrix in the form of the equation that you're implementing. - # Here, the equation is z = ax + by + c and data_to_fit[:,0] are the x values, - # data_to_fit[:,1] are the y values. The third column is all ones to account for the constant - # term. + # Stack the data into a column matrix in the form of the equation that you're + # implementing. Here, the equation is z = ax + by + c and data_to_fit[:,0] are the x + # values, data_to_fit[:,1] are the y values. The third column is all ones to account + # for the constant term. A = np.c_[ data_to_fit[:,0], data_to_fit[:,1], np.ones(data_to_fit.shape[0]) ] - # Fit the curve to the data; the data is the cost and these are always `self.z` which is data_to_fit[:,2] - self.coeffs,_,_,_ = linalg.lstsq(A, data_to_fit[:,2]) + # Fit the curve to the data; the data is the cost and these are always + # self.z which is data_to_fit[:,2] + self.coeffs, _, _, _ = linalg.lstsq(A, data_to_fit[:, 2]) # Evaluate it on the same points as the input data self._linear_2d_curve = self.coeffs[0]*self.x + self.coeffs[1]*self.y + self.coeffs[2] @@ -222,23 +231,33 @@ Finally, save the coefficients to `self.coeffs`, save the evaluated curve to `self._{curve_type}_{dimension}_curve`, and add the corresponding if-statements in `CostFunction.plot` and `CostFunction.export`. +## Setup the Example + +First, we must import all the required libraries and ORBIT functionality to implement +everything discussed up to this section. + ```{code-cell} ipython3 -%matplotlib widget +# NOTE: uncomment this line if using the interactive plotting functionality +# %matplotlib widget from copy import deepcopy -import matplotlib.pyplot as plt +from pathlib import Path + +import yaml import numpy as np import pandas as pd +import matplotlib as mpl +import matplotlib.pyplot as plt from scipy import stats, optimize, linalg -import yaml -from ORBIT import ( - ParametricManager, - load_config, -) +from ORBIT import ParametricManager, load_config + -import matplotlib as mpl mpl.rcParams["figure.autolayout"] = True + +# Ensure the correct examples directory is used when running this in docs or in examples +here = Path(".").resolve() +example_dir = here.parents[1] / "examples" if here.stem == "topical_guides" else here ``` ## Configuration @@ -246,7 +265,7 @@ mpl.rcParams["figure.autolayout"] = True Replace any of these throughout the notebook to customize a cost model parameterization. ```{code-cell} ipython3 -BASE_CONFIG = load_config("nrwal.yaml") +BASE_CONFIG = load_config(example_dir / "configs/nrwal.yaml") DEPTHS = [i for i in range(5, 60, 5)] # Ocean depth in meters MEAN_WIND_SPEED = [i for i in range(2, 20, 2)] # Mean wind speed in m/s @@ -279,13 +298,18 @@ class Curves(): This method evaluates a curve defined by a polynomial equation given a set of coefficients and data points. - Args: - coeffs (list): A list of coefficients for the curve. The order of the - coefficients should be from highest to lowest power. - data_points (list): A list of data points at which to evaluate the curve. - - Returns: - np.array: The curve evaluated at the given data points. + Parameters + ---------- + coeffs : list + A list of coefficients for the curve. The order of the coefficients should + be from highest to lowest power. + data_points : list + A list of data points at which to evaluate the curve. + + Returns + ------- + np.array + The curve evaluated at the given data points. """ curve = np.zeros_like(data_points) for i, dp in enumerate(data_points): @@ -297,19 +321,25 @@ class Curves(): @staticmethod def fit(func, x, y, fit_check=False): - if x is pd.Series: + if isinstance(x, pd.Series): x = x.to_numpy(dtype=np.float64) - elif x is np.array: + elif isinstance(x, np.array): x = x.astype(np.float64) - if y is pd.Series: + else: + raise ValueError("`x` must be a pd.Series or np.ndarray.") + + if isinstance(y, pd.Series): y = y.to_numpy(dtype=np.float64) - elif y is np.array: + elif isinstance(y, np.array): y = y.astype(np.float64) + x = x.astype(np.float64) + else: + raise ValueError("`y` must be a pd.Series or np.ndarray.") popt, pcov, nfodict, mesg, ier = optimize.curve_fit(func, x, y, full_output=True) if fit_check: - print(f"mesg: {mesg}") + print(f"message: {mesg}") print(f"ier: {ier}") print(f"Coefficients: {popt}") # print(f"R-squared: {rvalue**2:.6f}") @@ -320,25 +350,27 @@ class Curves(): ```{code-cell} ipython3 class CostFunction(): """ - This class is used to create the ORBIT parameterization, fit a curve, plot the curve, and - export the function to NRWAL format. Parameterizations are limited to up to two independent - variables. + Creates the ORBIT parameterization, curve fits, plots the curve, and exports + the function to a NRWAL format. Parameterizations are limited to up to two + independent variables. """ def __init__(self, config: dict, parameters: dict, results: dict): """ - On initialization, the config, parameters, and results dictionaries are prepared for - use in ORBIT.ParametricManager. Additionally, the independent variables are extracted - into x and y (for two-variable parameterizations) and z is extracted as the dependent - variable. Whether the cost function is 3D or 2D is determined by the length of the - parameters variable. - - Args: - config (str): Configuration settings to added to the BASE_CONFIG or overwrite - in the BASE_CONFIG. This must include the `design_phases` config. - parameters (dict): Parameters to use with ORBIT.ParametricManager; maximum of two - parameters are supported. - results (dict): Results to use with ORBIT.ParametricManager; this must include only - one variable. + Prepares the ``config``, ``parameters``, and ``results`` dictionaries for use + in ``ParametricManager``. Additionally, the independent variables are extracted + into ``x` and ``y`` (for two-variable parameterizations) and ``z`` is extracted + as the dependent variable. Whether the cost function is 3D or 2D is determined + by the length of theparameters variable. + + Parameters + ---------- + config : str + Configuration settings to added to the BASE_CONFIG or overwrite + in the ``BASE_CONFIG``. This must include the ``design_phases`` config. + parameters : dict + Parameters to use with ``ParametricManager``; maximum of two parameters. + results : dict + Results to use with ``ParametricManager``; this must include only one variable. """ self.is_3d = False @@ -368,7 +400,11 @@ class CostFunction(): # results and postprocessing the data self.parameters = deepcopy(self.parameters) _vars = list(self.parameters.keys()) - self.x_variable = _vars.pop(0) # NOTE: This assumes the first parameter is site.depth; it's not critical to functionality but good to keep in mind + + # NOTE: This assumes the first parameter is site.depth; it's not critical to + # functionality but good to keep in mind + self.x_variable = _vars.pop(0) + if len(_vars) == 1: self.is_3d = True self.y_variable = _vars.pop() @@ -379,7 +415,9 @@ class CostFunction(): raise ValueError("This class is limited to results with one variable") def run(self): - self.parametric = ParametricManager(self.config, self.parameters, self.results, product=True) + self.parametric = ParametricManager( + self.config, self.parameters, self.results, product=True + ) self.parametric.run() self.x = self.parametric.results[self.x_variable] @@ -388,7 +426,9 @@ class CostFunction(): self.z = self.parametric.results[self.z_variable] - ### --------- Curve fit functions --------- ### + # ------------------- + # Curve fit functions + # ------------------- def linear_1d(self): def f(x, a, b): @@ -423,10 +463,16 @@ class CostFunction(): data_to_fit[:,1], np.ones(data_to_fit.shape[0]) ] - self.coeffs,_,_,_ = linalg.lstsq(A, data_to_fit[:,2]) # coefficients + self.coeffs, _, _, _ = linalg.lstsq(A, data_to_fit[:, 2]) # coefficients # Evaluate it on the same points as the input data - self._linear_2d_curve = self.coeffs[0]*self.x + self.coeffs[1]*self.y + self.coeffs[2] + self._linear_2d_curve = ( + self.coeffs[0] + * self.x + + self.coeffs[1] + * self.y + + self.coeffs[2] + ) def quadratic_2d(self): data_to_fit = np.array(list(zip(self.x, self.y, self.z))) @@ -434,36 +480,37 @@ class CostFunction(): # best-fit quadratic curve A = np.c_[ np.ones(data_to_fit.shape[0]), - data_to_fit[:,:2], - np.prod(data_to_fit[:,:2], axis=1), - data_to_fit[:,:2]**2 + data_to_fit[:, :2], + np.prod(data_to_fit[:, :2], axis=1), + data_to_fit[:, :2]**2, ] - self.coeffs,_,_,_ = linalg.lstsq(A, data_to_fit[:,2]) + self.coeffs, _, _, _ = linalg.lstsq(A, data_to_fit[:, 2]) # Evaluate it on the same points as the input data # This dot product is equivalent to the sum of the terms of the polynomial; - # np.c_[] is used to concatenate the arrays into the correct form for the dot product - # and C is the coefficients of the polynomial + # np.c_[] is used to concatenate the arrays into the correct form for the + # dot product and C is the coefficients of the polynomial self._quadratic_2d_curve = np.dot( np.c_[ np.ones(self.x.shape), self.x, self.y, - self.x*self.y, + self.x * self.y, self.x**2, - self.y**2 + self.y**2, ], self.coeffs ).reshape(self.x.shape) - - ### --------- Plotting functions --------- ### + # ------------------ + # Plotting functions + # ------------------ def plot( self, ax, plot_data: bool = False, - plot_curves: list[str] = [] + plot_curves: list[str] = None, ): if plot_data: if self.is_3d: @@ -471,47 +518,49 @@ class CostFunction(): else: ax.scatter(self.x, self.z, label="Data") + if plot_curves is None: + plot_curves = [] for curve in plot_curves: - - if curve == "linear_1d": - ax.plot(self.x, self._linear_1d_curve, label="Linear Fit") - - if curve == "quadratic_1d": - ax.plot(self.x, self._quadratic_1d_curve, label="Quadratic Fit") - - if curve == "poly3_1d": - ax.plot(self.x, self._poly3_1d_curve, label="Degree 3 Polynomial Fit") - - if curve == "linear_2d": - ax.plot_surface( - np.reshape(self.x, (len(DEPTHS), -1)), - np.reshape(self.y, (len(DEPTHS), -1)), - np.reshape(self._linear_2d_curve, (len(DEPTHS), -1)), - alpha=0.3, - label="Linear Fit" - ) - - if curve == "quadratic_2d": - ax.plot_surface( - np.reshape(self.x, (len(DEPTHS), -1)), - np.reshape(self.y, (len(DEPTHS), -1)), - np.reshape(self._quadratic_2d_curve, (len(DEPTHS), -1)), - alpha=0.3, - label="Quadratic Fit" - ) - - - ### --------- Export functions --------- ### - - def export(self, filename: str, key: str, comments: str = ""): + match curve: + case "linear_1d": + ax.plot(self.x, self._linear_1d_curve, label="Linear Fit") + case "quadratic_1d": + ax.plot(self.x, self._quadratic_1d_curve, label="Quadratic Fit") + case "poly3_1d": + ax.plot(self.x, self._poly3_1d_curve, label="Degree 3 Polynomial Fit") + case "linear_2d": + ax.plot_surface( + np.reshape(self.x, (len(DEPTHS), -1)), + np.reshape(self.y, (len(DEPTHS), -1)), + np.reshape(self._linear_2d_curve, (len(DEPTHS), -1)), + alpha=0.3, + label="Linear Fit", + ) + case "quadratic_2d": + ax.plot_surface( + np.reshape(self.x, (len(DEPTHS), -1)), + np.reshape(self.y, (len(DEPTHS), -1)), + np.reshape(self._quadratic_2d_curve, (len(DEPTHS), -1)), + alpha=0.3, + label="Quadratic Fit", + ) + + # ------------------ + # Export functions + # ------------------ + + def export(self, filename: Path, key: str, comments: str = "") -> None: """ - This function writes the curve equation to a file for use in NRWAL. - - Args: - filename (str): The file to write the curve equation to. If the file exists, the - equation is appended to the end of the file. - key (str): The key to use in the NRWAL file for the curve equation. In the key-value - pair, this argument is the key and the value is the equation string. + Writes the curve equation to a file for use in NRWAL. + + Parameters + ---------- + filename : Path + The file to write the curve equation to. If the file exists, the + equation is appended to the end of the file. + key : str + The key to use in the NRWAL file for the curve equation. In the key-value + pair, this argument is the key and the value is the equation string. """ x_var = orbit_to_nrwal_params[self.x_variable] @@ -523,6 +572,7 @@ class CostFunction(): if self._linear_1d_curve is not None: # y = ax + b equation_string = f"{F} * {S} + {F}".format(self.coeffs[0], x_var, self.coeffs[1]) + equation_string = f"{F} * {S} + {F}".format(self.coeffs[0], x_var, self.coeffs[1]) if self._quadratic_1d_curve is not None: # y = ax^2 + bx + c @@ -567,7 +617,9 @@ class CostFunction(): # nrwal_dict = {self.config["design_phases"][0]: equation_string} nrwal_dict = {key: equation_string} - with open(filename, "a") as f: + if isinstance(filename, str): + filename = Path(filename).resolve() + with filename.open("a") as f: f.write("\n") if comments: f.write(f"# {comments}\n") @@ -579,8 +631,6 @@ class CostFunction(): # ORBIT Design Phase Cost Curves -+++ - ## Monopile Substructure Independent variables: @@ -614,7 +664,7 @@ cost_function.plot(ax, plot_data=True) cost_function.plot(ax, plot_curves=["linear_2d", "quadratic_2d"]) ax.legend() -cost_function.export("substructure.yaml", "substructure_17MW") +cost_function.export(example_dir / "configs/substructure.yaml", "substructure_15MW") ``` ## Semi-Submersible Substructure @@ -736,9 +786,9 @@ ax.set_ylabel("Cost ($)") cost_semitaut.plot(ax, plot_data=True) cost_semitaut.plot(ax, plot_curves=["linear_1d"]) -cost_catenary.export("mooring_system.yaml", "catenary") -cost_tlp.export("mooring_system.yaml", "tlp") -cost_semitaut.export("mooring_system.yaml", "semitaut") +cost_catenary.export(example_dir / "configs/mooring_system.yaml", "catenary") +cost_tlp.export(example_dir / "configs/mooring_system.yaml", "tlp") +cost_semitaut.export(example_dir / "configs/mooring_system.yaml", "semitaut") ``` ## Array System @@ -909,7 +959,7 @@ cost_touchdown_cabledepth.plot(ax, plot_curves=["quadratic_2d"]) ``` ```{code-cell} ipython3 -cost_touchdown_cabledepth.export("array_system.yaml", "floating") +cost_touchdown_cabledepth.export(example_dir / "configs/array_system.yaml", "floating") ``` ## Export System @@ -984,10 +1034,10 @@ multiline_comment = "\n# ".join([ "special because it's the only one that ", "is like it is." ]) -cost_hvac.export("export_system.yaml", "floating_hvac", comments=multiline_comment) +cost_hvac.export(example_dir / "configs/export_system.yaml", "floating_hvac", comments=multiline_comment) singleline_comment = "HVDC export system" -cost_hvdc.export("export_system.yaml", "floating_hvdc", comments=singleline_comment) +cost_hvdc.export(example_dir / "configs/export_system.yaml", "floating_hvdc", comments=singleline_comment) ``` ## Offshore Floating Substation @@ -1018,5 +1068,5 @@ cost_function.plot(ax, plot_data=True) cost_function.plot(ax, plot_curves=["linear_1d"]) ax.legend() -cost_function.export("oss.yaml", "oss_substructure") +cost_function.export(example_dir / "configs/oss.yaml", "oss_substructure") ``` From d7eff5e8aa9d1f0c649c6283ef433c9d16283121 Mon Sep 17 00:00:00 2001 From: "Hammond, Rob" <13874373+RHammond2@users.noreply.github.com> Date: Thu, 16 Apr 2026 10:39:05 -0700 Subject: [PATCH 05/13] rerun docs build and update notebooks --- examples/available_outputs.ipynb | 580 +++++++++++--------- examples/cable_installation.ipynb | 32 +- examples/cost_curves.ipynb | 636 +++++++++++----------- examples/custom_array.ipynb | 90 +-- examples/export_cable_system.ipynb | 28 +- examples/fixed_bottom_installations.ipynb | 42 +- examples/introduction.ipynb | 66 +-- examples/parametric_manager.ipynb | 124 ++--- examples/project_manager.ipynb | 32 +- examples/supply_chains.ipynb | 26 +- 10 files changed, 850 insertions(+), 806 deletions(-) diff --git a/examples/available_outputs.ipynb b/examples/available_outputs.ipynb index ecc9506f..a2794acf 100644 --- a/examples/available_outputs.ipynb +++ b/examples/available_outputs.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2ff27af5", + "id": "dee11531", "metadata": {}, "source": [ "(outputs-tutorial)=\n", @@ -23,7 +23,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "eb1ba216", + "id": "48aee0c3", "metadata": {}, "outputs": [ { @@ -43,6 +43,9 @@ "\n", "from ORBIT import ProjectManager, load_config\n", "\n", + "# Apply thousands separators and no decimals to floats\n", + "pd.options.display.float_format = '{:,.0f}'.format\n", + "\n", "# Ensure the correct examples directory is used when running this in docs or in examples\n", "here = Path(\".\").resolve()\n", "example_dir = here.parents[1] / \"examples\" if here.stem == \"tutorials\" else here\n", @@ -54,7 +57,7 @@ }, { "cell_type": "markdown", - "id": "1498686a", + "id": "ba64be7b", "metadata": {}, "source": [ "## Project Details\n", @@ -68,7 +71,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "624e5aa6", + "id": "b177284a", "metadata": {}, "outputs": [ { @@ -142,7 +145,7 @@ }, { "cell_type": "markdown", - "id": "b9e74f9e", + "id": "2b8bf045", "metadata": {}, "source": [ "### Project Parameterizaions\n", @@ -158,7 +161,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "321f305d", + "id": "f97ec759", "metadata": {}, "outputs": [ { @@ -181,7 +184,7 @@ }, { "cell_type": "markdown", - "id": "109bd3e9", + "id": "0270849d", "metadata": {}, "source": [ "### Event Timing\n", @@ -194,7 +197,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "76e2354a", + "id": "bfd453f3", "metadata": {}, "outputs": [ { @@ -213,7 +216,7 @@ }, { "cell_type": "markdown", - "id": "9c889ab7", + "id": "b914956f", "metadata": {}, "source": [ "## All Outputs At Once\n", @@ -230,7 +233,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "03db516d", + "id": "93adf8fe", "metadata": {}, "outputs": [ { @@ -351,7 +354,7 @@ }, { "cell_type": "markdown", - "id": "d4350ae5", + "id": "0ace136b", "metadata": {}, "source": [ "## CapEx\n", @@ -375,7 +378,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "6d7b47f7", + "id": "94c6e5dc", "metadata": {}, "outputs": [ { @@ -394,7 +397,7 @@ }, { "cell_type": "markdown", - "id": "ec008904", + "id": "31b991ab", "metadata": {}, "source": [ "### Categorical CapEx Breakdowns\n", @@ -407,7 +410,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "001627ca", + "id": "a359af2d", "metadata": {}, "outputs": [ { @@ -439,7 +442,7 @@ }, { "cell_type": "markdown", - "id": "a026b617", + "id": "9984c4e7", "metadata": {}, "source": [ "Like in the previous examples, the `capex_breakdown_per_kw` will provide each category's associated\n", @@ -449,7 +452,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "09ef6c92", + "id": "c5d2b70a", "metadata": {}, "outputs": [ { @@ -481,7 +484,7 @@ }, { "cell_type": "markdown", - "id": "cfb914e4", + "id": "34565f9d", "metadata": {}, "source": [ "### BOS CapEx\n", @@ -493,7 +496,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "b7654950", + "id": "2ae1927a", "metadata": {}, "outputs": [ { @@ -512,7 +515,7 @@ }, { "cell_type": "markdown", - "id": "ae9f4a41", + "id": "ffd080ed", "metadata": {}, "source": [ "### System CapEx\n", @@ -527,7 +530,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "b85da225", + "id": "8ebbfd7a", "metadata": {}, "outputs": [ { @@ -546,7 +549,7 @@ }, { "cell_type": "markdown", - "id": "0c18adf3", + "id": "5bf62828", "metadata": {}, "source": [ "To view the individual component system costs, users can inspect the `system_costs` dictionary where\n", @@ -556,7 +559,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "8428f726", + "id": "03f57d25", "metadata": {}, "outputs": [ { @@ -578,7 +581,7 @@ }, { "cell_type": "markdown", - "id": "889c09e9", + "id": "6fbec50b", "metadata": {}, "source": [ "### Installation Capex\n", @@ -594,7 +597,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "58111600", + "id": "df0b099c", "metadata": {}, "outputs": [ { @@ -613,7 +616,7 @@ }, { "cell_type": "markdown", - "id": "f46e212f", + "id": "0adaebd9", "metadata": {}, "source": [ "To view the individual component installation costs, users can inspect the `installation_costs`\n", @@ -624,7 +627,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "fc3bd0fa", + "id": "03cf2f19", "metadata": {}, "outputs": [ { @@ -647,7 +650,7 @@ }, { "cell_type": "markdown", - "id": "c36d5c05", + "id": "de3231d4", "metadata": {}, "source": [ "### Turbine CapEx\n", @@ -659,7 +662,7 @@ { "cell_type": "code", "execution_count": 14, - "id": "037c1ac2", + "id": "5260fdfb", "metadata": {}, "outputs": [ { @@ -678,7 +681,7 @@ }, { "cell_type": "markdown", - "id": "b1121cc5", + "id": "1a4a2e58", "metadata": {}, "source": [ "### Project CapEx\n", @@ -693,7 +696,7 @@ { "cell_type": "code", "execution_count": 15, - "id": "6db74098", + "id": "801055f8", "metadata": {}, "outputs": [ { @@ -712,7 +715,7 @@ }, { "cell_type": "markdown", - "id": "bf83a824", + "id": "6ac6143e", "metadata": {}, "source": [ "### Soft CapEx\n", @@ -727,7 +730,7 @@ { "cell_type": "code", "execution_count": 16, - "id": "baf878ec", + "id": "6bad581c", "metadata": {}, "outputs": [ { @@ -746,7 +749,7 @@ }, { "cell_type": "markdown", - "id": "17743637", + "id": "d1024ee1", "metadata": {}, "source": [ "The soft CapEx can also be broken down using both the `soft_capex_breakdown` and the `capex_detailed_soft_capex_breakdown`, which also provide a capacity-noramlized variation by adding\n", @@ -758,7 +761,7 @@ { "cell_type": "code", "execution_count": 17, - "id": "12057ba4", + "id": "83eb77e3", "metadata": {}, "outputs": [ { @@ -782,7 +785,7 @@ { "cell_type": "code", "execution_count": 18, - "id": "ea3fd05f", + "id": "7cd58b7b", "metadata": {}, "outputs": [ { @@ -819,7 +822,7 @@ }, { "cell_type": "markdown", - "id": "bbb1c9bb", + "id": "062413b0", "metadata": {}, "source": [ "The soft CapEx values are also available as independent values:\n", @@ -835,7 +838,7 @@ { "cell_type": "code", "execution_count": 19, - "id": "14cd601c", + "id": "2a8930b0", "metadata": {}, "outputs": [ { @@ -862,7 +865,7 @@ }, { "cell_type": "markdown", - "id": "dff9f663", + "id": "b4aca478", "metadata": {}, "source": [ "### All Other CapEx Categories\n", @@ -879,7 +882,7 @@ { "cell_type": "code", "execution_count": 20, - "id": "faed7724", + "id": "1b644e34", "metadata": {}, "outputs": [ { @@ -898,7 +901,7 @@ }, { "cell_type": "markdown", - "id": "dfae7916", + "id": "0d0e41fe", "metadata": {}, "source": [ "#### Onshore Substation CapEx\n", @@ -909,7 +912,7 @@ { "cell_type": "code", "execution_count": 21, - "id": "e2a55a2b", + "id": "76ed2a40", "metadata": {}, "outputs": [ { @@ -928,7 +931,7 @@ }, { "cell_type": "markdown", - "id": "e4cb433a", + "id": "1656f4bf", "metadata": {}, "source": [ "#### Overnight CapEx\n", @@ -939,7 +942,7 @@ { "cell_type": "code", "execution_count": 22, - "id": "500d1108", + "id": "686dbc49", "metadata": {}, "outputs": [ { @@ -956,7 +959,7 @@ }, { "cell_type": "markdown", - "id": "33e2d0a4", + "id": "6ae69355", "metadata": {}, "source": [ "## Logging\n", @@ -974,7 +977,7 @@ { "cell_type": "code", "execution_count": 23, - "id": "c6ee40bf", + "id": "f34f0f3d", "metadata": {}, "outputs": [ { @@ -1002,7 +1005,7 @@ }, { "cell_type": "markdown", - "id": "57ef770a", + "id": "146bcd63", "metadata": {}, "source": [ "The `project_logs` provides a list of the when a component installation was completed using the\n", @@ -1032,7 +1035,7 @@ { "cell_type": "code", "execution_count": 24, - "id": "d2d9e0d9", + "id": "03a03fc0", "metadata": {}, "outputs": [ { @@ -1120,7 +1123,7 @@ }, { "cell_type": "markdown", - "id": "063c2b3b", + "id": "1d994e2d", "metadata": {}, "source": [ "Below, we can see the installation timing is not quite realistic given the WTIV is used for the\n", @@ -1132,7 +1135,7 @@ { "cell_type": "code", "execution_count": 25, - "id": "8df9e57c", + "id": "a519cf43", "metadata": {}, "outputs": [ { @@ -1170,7 +1173,7 @@ }, { "cell_type": "markdown", - "id": "ae9db786", + "id": "4037abb4", "metadata": {}, "source": [ "### Detailed Event Timing\n", @@ -1183,7 +1186,7 @@ { "cell_type": "code", "execution_count": 26, - "id": "e47033c0", + "id": "410810fb", "metadata": {}, "outputs": [ { @@ -1228,13 +1231,13 @@ " \n", " \n", " 0\n", - " 0.5\n", + " 0\n", " Array Cable Installation Vessel\n", " Mobilize\n", - " 72.0\n", - " 361756.5\n", + " 72\n", + " 361,756\n", " ACTION\n", - " 0.0\n", + " 0\n", " ArrayCableInstallation\n", " NaN\n", " NaN\n", @@ -1247,13 +1250,13 @@ " \n", " \n", " 1\n", - " 1.0\n", + " 1\n", " WTIV\n", " Mobilize\n", - " 168.0\n", - " 2800000.0\n", + " 168\n", + " 2,800,000\n", " ACTION\n", - " 0.0\n", + " 0\n", " MonopileInstallation\n", " NaN\n", " NaN\n", @@ -1266,13 +1269,13 @@ " \n", " \n", " 2\n", - " 0.5\n", + " 0\n", " Heavy Lift Vessel\n", " Mobilize\n", - " 72.0\n", - " 936918.0\n", + " 72\n", + " 936,918\n", " ACTION\n", - " 0.0\n", + " 0\n", " OffshoreSubstationInstallation\n", " NaN\n", " NaN\n", @@ -1285,13 +1288,13 @@ " \n", " \n", " 3\n", - " 0.5\n", + " 0\n", " Feeder 0\n", " Mobilize\n", - " 72.0\n", - " 220858.5\n", + " 72\n", + " 220,858\n", " ACTION\n", - " 0.0\n", + " 0\n", " OffshoreSubstationInstallation\n", " NaN\n", " NaN\n", @@ -1304,13 +1307,13 @@ " \n", " \n", " 4\n", - " 0.5\n", + " 0\n", " SPI Vessel\n", " Mobilize\n", - " 72.0\n", - " 224860.5\n", + " 72\n", + " 224,860\n", " ACTION\n", - " 0.0\n", + " 0\n", " ScourProtectionInstallation\n", " NaN\n", " NaN\n", @@ -1327,18 +1330,18 @@ ], "text/plain": [ " cost_multiplier agent action duration \\\n", - "0 0.5 Array Cable Installation Vessel Mobilize 72.0 \n", - "1 1.0 WTIV Mobilize 168.0 \n", - "2 0.5 Heavy Lift Vessel Mobilize 72.0 \n", - "3 0.5 Feeder 0 Mobilize 72.0 \n", - "4 0.5 SPI Vessel Mobilize 72.0 \n", + "0 0 Array Cable Installation Vessel Mobilize 72 \n", + "1 1 WTIV Mobilize 168 \n", + "2 0 Heavy Lift Vessel Mobilize 72 \n", + "3 0 Feeder 0 Mobilize 72 \n", + "4 0 SPI Vessel Mobilize 72 \n", "\n", - " cost level time phase phase_name \\\n", - "0 361756.5 ACTION 0.0 ArrayCableInstallation NaN \n", - "1 2800000.0 ACTION 0.0 MonopileInstallation NaN \n", - "2 936918.0 ACTION 0.0 OffshoreSubstationInstallation NaN \n", - "3 220858.5 ACTION 0.0 OffshoreSubstationInstallation NaN \n", - "4 224860.5 ACTION 0.0 ScourProtectionInstallation NaN \n", + " cost level time phase phase_name \\\n", + "0 361,756 ACTION 0 ArrayCableInstallation NaN \n", + "1 2,800,000 ACTION 0 MonopileInstallation NaN \n", + "2 936,918 ACTION 0 OffshoreSubstationInstallation NaN \n", + "3 220,858 ACTION 0 OffshoreSubstationInstallation NaN \n", + "4 224,860 ACTION 0 ScourProtectionInstallation NaN \n", "\n", " site_depth hub_height per_trip location max_waveheight max_windspeed \\\n", "0 NaN NaN NaN NaN NaN NaN \n", @@ -1367,7 +1370,7 @@ }, { "cell_type": "markdown", - "id": "9eb26864", + "id": "7e4810f6", "metadata": {}, "source": [ "Using the data frame we can filter produce vessel timing summaries for a single phase or a single\n", @@ -1382,116 +1385,146 @@ { "cell_type": "code", "execution_count": 27, - "id": "1cc3660c", + "id": "0bff37f1", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "\n", - "\n", + "
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  durationcost
durationcost
agentaction  agentaction
WTIVBolt TP200.003,333,333.33WTIVBolt TP2003,333,333
Crane Reequip100.001,666,666.67Crane Reequip1001,666,667
Drive Monopile75.001,250,000.00Drive Monopile751,250,000
Fasten Monopile600.0010,000,000.00Fasten Monopile60010,000,000
Fasten Transition Piece400.006,666,666.67Fasten Transition Piece4006,666,667
Jackdown15.83263,888.89Jackdown16263,889
Jackup15.83263,888.89Jackup16263,889
Lower Monopile0.162,708.33Lower Monopile02,708
Lower TP50.00833,333.33Lower TP50833,333
Mobilize168.002,800,000.00Mobilize1682,800,000
Position Onsite100.001,666,666.67Position Onsite1001,666,667
Release Monopile150.002,500,000.00Release Monopile1502,500,000
Release Transition Piece100.001,666,666.67Release Transition Piece1001,666,667
RovSurvey50.00833,333.33RovSurvey50833,333
Transit235.603,926,666.67Transit2363,926,667
Upend Monopile30.46507,730.71Upend Monopile30507,731
\n" + "\n", + "" ], "text/plain": [ - "" + " duration cost\n", + "agent action \n", + "WTIV Bolt TP 200 3,333,333\n", + " Crane Reequip 100 1,666,667\n", + " Drive Monopile 75 1,250,000\n", + " Fasten Monopile 600 10,000,000\n", + " Fasten Transition Piece 400 6,666,667\n", + " Jackdown 16 263,889\n", + " Jackup 16 263,889\n", + " Lower Monopile 0 2,708\n", + " Lower TP 50 833,333\n", + " Mobilize 168 2,800,000\n", + " Position Onsite 100 1,666,667\n", + " Release Monopile 150 2,500,000\n", + " Release Transition Piece 100 1,666,667\n", + " RovSurvey 50 833,333\n", + " Transit 236 3,926,667\n", + " Upend Monopile 30 507,731" ] }, "execution_count": 27, @@ -1505,15 +1538,13 @@ " mp_install[[\"agent\", \"action\", \"duration\", \"cost\"]]\n", " .groupby([\"agent\", \"action\"])\n", " .sum()\n", - " .style\n", - " .format(\"{:,.2f}\")\n", ")\n", "mp_vessel_summary" ] }, { "cell_type": "markdown", - "id": "d8f07cc1", + "id": "10340d5a", "metadata": {}, "source": [ "## Cash Flow and Net Present Value\n", @@ -1534,7 +1565,7 @@ { "cell_type": "code", "execution_count": 28, - "id": "40fd26e2", + "id": "fd8b0e36", "metadata": {}, "outputs": [ { @@ -1551,7 +1582,7 @@ }, { "cell_type": "markdown", - "id": "2df62d9e", + "id": "4e25a348", "metadata": {}, "source": [ "Below, we highlight the first 12 months of the project cash flow. In the 10th month we can see that\n", @@ -1562,114 +1593,139 @@ { "cell_type": "code", "execution_count": 29, - "id": "7e83f921", + "id": "2c54d1b3", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "\n", - "\n", + "
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 monthly_opexmonthly_expensesmonthly_revenuecash_flow
monthly_opexmonthly_expensesmonthly_revenuecash_flow
00.0046,066,981.590.00-46,066,981.590046,066,9820-46,066,982
10.0035,066,816.850.00-35,066,816.851035,066,8170-35,066,817
20.0033,022,561.610.00-33,022,561.612033,022,5620-33,022,562
30.0027,488,874.200.00-27,488,874.203027,488,8740-27,488,874
44,500,000.0030,140,360.568,409,600.00-21,730,760.5644,500,00030,140,3618,409,600-21,730,761
56,300,000.0019,454,128.7711,773,440.00-7,680,688.7756,300,00019,454,12911,773,440-7,680,689
67,200,000.0015,594,619.2313,455,360.00-2,139,259.2367,200,00015,594,61913,455,360-2,139,259
77,500,000.0014,520,561.7214,016,000.00-504,561.7277,500,00014,520,56214,016,000-504,562
87,500,000.008,078,377.0114,016,000.005,937,622.9987,500,0008,078,37714,016,0005,937,623
97,500,000.007,500,000.0014,016,000.006,516,000.0097,500,0007,500,00014,016,0006,516,000
107,500,000.007,500,000.0014,016,000.006,516,000.00107,500,0007,500,00014,016,0006,516,000
117,500,000.007,500,000.0014,016,000.006,516,000.00117,500,0007,500,00014,016,0006,516,000
\n" + "\n", + "" ], "text/plain": [ - "" + " monthly_opex monthly_expenses monthly_revenue cash_flow\n", + "0 0 46,066,982 0 -46,066,982\n", + "1 0 35,066,817 0 -35,066,817\n", + "2 0 33,022,562 0 -33,022,562\n", + "3 0 27,488,874 0 -27,488,874\n", + "4 4,500,000 30,140,361 8,409,600 -21,730,761\n", + "5 6,300,000 19,454,129 11,773,440 -7,680,689\n", + "6 7,200,000 15,594,619 13,455,360 -2,139,259\n", + "7 7,500,000 14,520,562 14,016,000 -504,562\n", + "8 7,500,000 8,078,377 14,016,000 5,937,623\n", + "9 7,500,000 7,500,000 14,016,000 6,516,000\n", + "10 7,500,000 7,500,000 14,016,000 6,516,000\n", + "11 7,500,000 7,500,000 14,016,000 6,516,000" ] }, "execution_count": 29, @@ -1686,7 +1742,7 @@ " pd.DataFrame(project.cash_flow.values(), columns=[\"cash_flow\"]),\n", " ],\n", " axis=1\n", - ").head(12).style.format(\"{:,.2f}\")" + ").head(12)" ] } ], @@ -1719,61 +1775,61 @@ "source_map": [ 12, 28, - 44, - 53, - 55, - 66, - 71, - 79, + 47, + 56, + 58, + 69, + 74, 82, - 94, - 96, - 115, + 85, + 97, + 99, 118, - 126, + 121, 129, - 134, + 132, 137, - 144, + 140, 147, - 157, + 150, 160, - 165, + 163, 168, - 179, + 171, 182, - 188, + 185, 191, - 198, + 194, 201, - 211, + 204, 214, - 224, + 217, 227, - 234, - 239, + 230, + 237, 242, - 253, - 260, - 271, + 245, + 256, + 263, 274, - 280, + 277, 283, - 289, - 291, - 304, - 306, - 331, - 337, - 344, - 364, - 372, + 286, + 292, + 294, + 307, + 309, + 334, + 340, + 347, + 367, 375, - 385, - 395, - 411, - 413, - 419 + 378, + 388, + 396, + 412, + 414, + 420 ] }, "nbformat": 4, diff --git a/examples/cable_installation.ipynb b/examples/cable_installation.ipynb index daa0fb3e..1afffb85 100644 --- a/examples/cable_installation.ipynb +++ b/examples/cable_installation.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "63386374", + "id": "ed61eb64", "metadata": {}, "source": [ "# Cable Laying and Burying\n", @@ -15,7 +15,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "23051ed0", + "id": "c9280baa", "metadata": {}, "outputs": [], "source": [ @@ -28,7 +28,7 @@ }, { "cell_type": "markdown", - "id": "20d3d8d3", + "id": "60c81acc", "metadata": {}, "source": [ "Below, we set up a base configuration using an imagined cable and sections (25 each of 1km and 2km cable sections) designed for simplicity." @@ -37,7 +37,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "359e9b09", + "id": "a8a35197", "metadata": {}, "outputs": [], "source": [ @@ -58,7 +58,7 @@ }, { "cell_type": "markdown", - "id": "41308710", + "id": "71037779", "metadata": {}, "source": [ "## Single Cable Laying and Burying Process\n", @@ -71,7 +71,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "aada4950", + "id": "dff8c0c8", "metadata": {}, "outputs": [ { @@ -92,7 +92,7 @@ }, { "cell_type": "markdown", - "id": "3b18166b", + "id": "5d6c69c2", "metadata": {}, "source": [ "## Separate Cable Laying and Burying Processes\n", @@ -110,7 +110,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "bc638c30", + "id": "0d02f0d5", "metadata": {}, "outputs": [], "source": [ @@ -124,7 +124,7 @@ }, { "cell_type": "markdown", - "id": "2750f34b", + "id": "13a18aa1", "metadata": {}, "source": [ "## Including a Trenching Vessel\n", @@ -138,7 +138,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "d4f637d7", + "id": "c719fd96", "metadata": {}, "outputs": [], "source": [ @@ -154,7 +154,7 @@ }, { "cell_type": "markdown", - "id": "f9c69249", + "id": "290eb46d", "metadata": {}, "source": [ "## Viewing the results\n", @@ -166,7 +166,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "be805dfc", + "id": "c1d877cc", "metadata": {}, "outputs": [ { @@ -391,7 +391,7 @@ }, { "cell_type": "markdown", - "id": "3a98b62e", + "id": "fe4ed974", "metadata": {}, "source": [ "Now, we demonstrate the separate process by combining the separate laying and burying steps taken\n", @@ -404,7 +404,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "b22592fe", + "id": "0398fb20", "metadata": {}, "outputs": [ { @@ -665,7 +665,7 @@ }, { "cell_type": "markdown", - "id": "df6233cd", + "id": "d404e426", "metadata": {}, "source": [ "Similar to the above, when we add trenching as a separate step, we have three discrete stages to\n", @@ -675,7 +675,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "cd44470c", + "id": "24c0dc61", "metadata": {}, "outputs": [ { diff --git a/examples/cost_curves.ipynb b/examples/cost_curves.ipynb index 8067103c..b2b4940e 100644 --- a/examples/cost_curves.ipynb +++ b/examples/cost_curves.ipynb @@ -2,54 +2,65 @@ "cells": [ { "cell_type": "markdown", + "id": "98167c39", "metadata": {}, "source": [ "# Cost Curve Creator\n", "\n", "This notebook enables fitting curves to ORBIT models to create a cost function that can be\n", - "embedded in NRWAL.\n", - "A variety of curve and surface fitting options are available, and new ones can be added easily.\n", - "There are also tools for visualizing the ORBIT data and fitted curves.\n", + "embedded in [NRWAL](https://github.com/NatLabRockies/NRWAL). A variety of curve and surface\n", + "fitting options are available, and new ones can be added easily. There are also tools for\n", + "visualizing the ORBIT data and fitted curves.\n", "\n", - "## Dependencies\n", + "## Extra Optional Dependencies\n", "\n", - "- ORBIT\n", - "- ipympl enables interactive matplotlib elements in jupyter notebooks via the `%matplotlib widget` magic command below\n", + "- `ipympl` (`pip install ipympl`) enables interactive matplotlib elements in Jupyter notebooks via\n", + " the `%matplotlib widget` magic command below\n", "\n", "## Instructions\n", "\n", "Follow the steps below to configure and run the notebook.\n", "\n", - "1. Create a basic ORBIT configuration file including at least the following sections:\n", - "- site\n", - "- turbine\n", - "- plant\n", - "\n", - "2. Configure the notebook by setting the following variables in the \"Configuration\" section:\n", - "- `BASE_CONFIG`: the ORBIT config file at a given path\n", - "- `DEPTHS`: a list of water depths to use for cost curves\n", - "- `MEAN_WIND_SPEED`: a list of mean wind speed to use for cost curves\n", - "- Add any additional global parameter ranges\n", + "1. Create a basic ORBIT configuration file including at least the following sections. As a note,\n", + " this example makes use of the\n", + " [`narwal.yaml`](https://github.com/NLRWindSystems/ORBIT/tree/main/examples/configs/narwal.yaml)\n", + " configuration file.\n", + "* site\n", + "* turbine\n", + "* plant\n", + "\n", + "2. Configure the notebook by setting the following variables in the\n", + " [Configuration](#configuration) section:\n", + "* `BASE_CONFIG`: the ORBIT config file at a given path\n", + "* `DEPTHS`: a list of water depths to use for cost curves\n", + "* `MEAN_WIND_SPEED`: a list of mean wind speed to use for cost curves\n", + "* Add any additional global parameter ranges\n", "\n", "3. Run the notebook to establish a first-pass fit for the ORBIT data. This will also plot the ORBIT\n", "data and curves.\n", "\n", "4. Refine the curve fits by swapping the curve-fit function from the options available in\n", - "the \"Curve Fit Library\" section\n", - "\n", + "the \"Curve Fit Library\" section" + ] + }, + { + "cell_type": "markdown", + "id": "44eabf03", + "metadata": {}, + "source": [ "## Practical Guidance\n", "\n", - "This notebook specifically models spatially varying costs typically related to water depth\n", - "but in some cases other variables are considered. The same methods could be used to model\n", - "the cost relationship for other variables. The general workflow is to first create a parameterized\n", - "ORBIT model and obtain the cost as a function of the variables of interest.\n", - "Then, fit a curve or surface to the data by starting with the linear options.\n", - "Plot the data and curve fits to evaluate whether the linear forms are sufficient.\n", - "If not, move to the quadratic or higher order curve fits.\n", + "This notebook specifically models spatially varying costs typically related to water depth but in\n", + "some cases other variables are considered. The same methods could be used to model the cost\n", + "relationship for other variables. The general workflow is to first create a parameterized ORBIT\n", + "model and obtain the cost as a function of the variables of interest. Then, fit a curve or surface\n", + "to the data by starting with the linear options. Plot the data and curve fits to evaluate whether\n", + "the linear forms are sufficient. If not, move to the quadratic or higher order curve fits.\n", "\n", "A class `CostFunction` is provided to simplify running the ORBIT parameterization, fit the\n", "curves to the data, and visualize the results. An example is given below to instantiate the\n", "class:\n", + "\n", "```python\n", "cost_function = CostFunction(\n", " config={\"design_phases\": [\"MonopileDesign\"]},\n", @@ -63,13 +74,14 @@ ")\n", "```\n", "\n", - "The config parameter is a dictionary containing additional configuration parameters to add to\n", - "the basic ORBIT configuration provided through the input file created in Step 1 in the instructions.\n", - "Any parameters given in the `CostFunction` config will be added to the base configuration or\n", - "overwritten if they already exist. The parameters dictionary contains the variables to be varied\n", - "in the cost function via `ORBIT.ParametricManager`, and the results dictionary sets the results\n", - "variables from ORBIT. Each of these dictionaries are passed directly to the\n", - "`ORBIT.ParametricManager` class.\n", + "The `config` parameter is a dictionary containing additional configuration parameters to add to\n", + "the base ORBIT configuration provided through the input file created in Step 1 in the instructions.\n", + "Any parameters given in the `CostFunction` `config` will be added to the base configuration or\n", + "overwritten if they already exist.\n", + "\n", + "The `parameters` dictionary contains the variables to be varied in the cost function via\n", + "ORBIT's `ParametricManager`, and the `results` dictionary sets the results variables from ORBIT.\n", + "Each of these dictionaries are passed directly to the `ParametricManager` class.\n", "\n", "The fitted curves are saved on the `CostFunction` object and multiple types can exist at the\n", "same time. Two versions of one type cannot be saved at the same time. To create a curve fit,\n", @@ -83,6 +95,7 @@ "- A new `CostFunction` instance should be created for each cost model.\n", "\n", "### Plotting API for 2D vs 3D plots\n", + "\n", "The `CostFunction` class handles 2D and 3D data seamlessly by using the x and z parameters for 2D\n", "and adding y for 3D. The appropriate matplotlib API is used depending if the data is 2D or 3D.\n", "From the calling script, be sure to configure the Axes that is given to `CostFunction.plot` with\n", @@ -99,8 +112,7 @@ "two independent parameters.\n", "\n", "```python\n", - "\n", - "# Create the CostFunction object with the ORBIT configuration for the parameterization\n", + "# 1. Create the CostFunction object with the ORBIT configuration for the parameterization\n", "cost_function = CostFunction(\n", " config={\n", " \"design_phases\": [\"Design\"],\n", @@ -114,16 +126,16 @@ " }\n", ")\n", "\n", - "# Run ORBIT via ORBIT.ParametricManager\n", + "# 2. Run ORBIT via ORBIT.ParametricManager\n", "cost_function.run()\n", "\n", - "# Fit two curves (surfaces since there are two independent parameters) to the data.\n", + "# 3. Fit two curves (surfaces since there are two independent parameters) to the data.\n", "# After running the following two commands, the CostFunction object will have two related\n", "# attributes that store the curve fits.\n", "cost_function.fit_curve(\"linear_2d\")\n", "cost_function.fit_curve(\"quadratic_2d\")\n", "\n", - "# Plot the data and curves\n", + "# 4. Plot the data and curves\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "ax.set_title(\"Depth vs mean wind speed\")\n", @@ -131,11 +143,11 @@ "ax.set_ylabel(\"Mean wind speed (m/s)\")\n", "ax.set_zlabel(\"Cost ($)\")\n", "cost_function.plot(ax, plot_data=True)\n", - "cost_function.plot(ax, plot_curves=[\"linear_1d\", \"quadratic_1d\"]) # These curves must have been generated first\n", + "cost_function.plot(ax, plot_curves=[\"linear_2d\", \"quadratic_2d\"]) # These curves must have been generated first\n", "# alternatively, the two lines above could be combined into a single line:\n", "# cost_function.plot(ax, plot_data=True, plot_curves=[\"linear_1d\", \"quadratic_1d\"])\n", "\n", - "# Export the curve function to a NRWAL-compatible file\n", + "# 5. Export the curve function to a NRWAL-compatible file\n", "cost_function.export(\"design.yaml\", \"design_system\")\n", "```\n", "\n", @@ -143,29 +155,30 @@ "\n", "There are a number of curve fit options in the `CostFunction` class, and more can be added by\n", "creating a new method and connecting it in some key places in the class.\n", + "\n", "First, create a new method on the `CostFunction` class that follows the naming convention of\n", - "`{curve_type}_{dimension}` where `curve_type` is the name of the type of function like\n", - "\"exponential\" or \"linear\" and `dimension` is the number of independent variables the curve.\n", - "The function should return the fitted curve evaluated at the data points given to fit the curve.\n", - "A generic function signature is given below:\n", + "`{curve_type}_{dimension}` where `curve_type` is the name of the type of function like \"exponential\"\n", + "or \"linear\" and `dimension` is the number of independent variables the curve. The function should\n", + "return the fit curve evaluated at the data points given to fit the curve. A generic function\n", + "signature is given below:\n", + "\n", "```python\n", "class CostFunction:\n", "\n", " def curvetype_dimension(self):\n", + " ...\n", "\n", - " # Such as:\n", " def linear_1d(self):\n", + " ...\n", "```\n", "\n", "To fit a curve to the data for one independent variable, it is recommended to use the\n", - "`scipy.optimize.curve_fit` function via the `Curves` class.\n", - "In general, a one-dimensional curve fit function will follow the form given below.\n", - "By setting the curve fit function `f`, you define the shape of the curve and set\n", - "the order of the coefficients in `self.coeffs` since they are returned in the order they are\n", - "given in the function signature.\n", - "The `Curves.polynomal_eval` function is available to easily evaluate polynomial curves, but other\n", - "curve-types can be evaluated by simply plugging in the data points (`self.x`) to the fitted\n", - "function.\n", + "`scipy.optimize.curve_fit` function via the `Curves` class. In general, a one-dimensional curve fit\n", + "function will follow the form given below. By setting the curve fit function `f`, you define the\n", + "shape of the curve and set the order of the coefficients in `self.coeffs` since they are returned in\n", + "the order they are given in the function signature. The `Curves.polynomal_eval` function is\n", + "available to easily evaluate polynomial curves, but other curve-types can be evaluated by simply\n", + "plugging in the data points (`self.x`) to the fit function.\n", "\n", "```python\n", "# Define a function for a prototype curve; this is where you define the shape of the curve\n", @@ -181,31 +194,32 @@ "self._linear_1d_curve = Curves.polynomial_eval(self.coeffs, self.x)\n", "```\n", "\n", - "A two-dimensional curve (surface) fit will typically follow a similar process, as should below.\n", - "For these types, it is recommended to use the `numpy.linalg.lstsq` function.\n", - "First, reshape the data into a new array with each element containing the three-dimensional\n", - "data points.\n", - "Then, stack the data into a column matrix in the form of the equation that you're implementing.\n", - "See the comments in the code block for more information.\n", - "Evaluate the curve at the data points (`self.x`, `self.y`) by stating the form of the curve\n", - "with the coefficients from the curve fit.\n", + "A two-dimensional curve (surface) fit will typically follow a similar process, as shown below. For\n", + "these types, it is recommended to use the `numpy.linalg.lstsq` function. First, reshape the data\n", + "into a new array with each element containing the three-dimensional data points. Then, stack the\n", + "data into a column matrix in the form of the equation that you're implementing. See the comments in\n", + "the code block for more information. Evaluate the curve at the data points (`self.x`, `self.y`) by\n", + "stating the form of the curve with the coefficients from the curve fit.\n", "\n", "```python\n", - " # Reshape the data into a new array with each element containing the three-dimensional data points\n", + " ...\n", + " \n", + " # Reshape the data into a new array where each element is a three-dimensional data point\n", " data_to_fit = np.array(list(zip(self.x, self.y, self.z)))\n", "\n", - " # Stack the data into a column matrix in the form of the equation that you're implementing.\n", - " # Here, the equation is z = ax + by + c and data_to_fit[:,0] are the x values,\n", - " # data_to_fit[:,1] are the y values. The third column is all ones to account for the constant\n", - " # term.\n", + " # Stack the data into a column matrix in the form of the equation that you're\n", + " # implementing. Here, the equation is z = ax + by + c and data_to_fit[:,0] are the x\n", + " # values, data_to_fit[:,1] are the y values. The third column is all ones to account\n", + " # for the constant term.\n", " A = np.c_[\n", " data_to_fit[:,0],\n", " data_to_fit[:,1],\n", " np.ones(data_to_fit.shape[0])\n", " ]\n", "\n", - " # Fit the curve to the data; the data is the cost and these are always `self.z` which is data_to_fit[:,2]\n", - " self.coeffs,_,_,_ = linalg.lstsq(A, data_to_fit[:,2])\n", + " # Fit the curve to the data; the data is the cost and these are always\n", + " # self.z which is data_to_fit[:,2]\n", + " self.coeffs, _, _, _ = linalg.lstsq(A, data_to_fit[:, 2])\n", "\n", " # Evaluate it on the same points as the input data\n", " self._linear_2d_curve = self.coeffs[0]*self.x + self.coeffs[1]*self.y + self.coeffs[2]\n", @@ -213,35 +227,47 @@ "\n", "Finally, save the coefficients to `self.coeffs`, save the evaluated curve to\n", "`self._{curve_type}_{dimension}_curve`, and add the corresponding if-statements\n", - "in `CostFunction.plot` and `CostFunction.export`." + "in `CostFunction.plot` and `CostFunction.export`.\n", + "\n", + "## Setup the Example\n", + "\n", + "First, we must import all the required libraries and ORBIT functionality to implement\n", + "everything discussed up to this section." ] }, { "cell_type": "code", "execution_count": 1, + "id": "6d44790a", "metadata": {}, "outputs": [], "source": [ - "%matplotlib widget\n", + "# NOTE: uncomment this line if using the interactive plotting functionality\n", + "# %matplotlib widget\n", "\n", "from copy import deepcopy\n", - "import matplotlib.pyplot as plt\n", + "from pathlib import Path\n", + "\n", + "import yaml\n", "import numpy as np\n", "import pandas as pd\n", + "import matplotlib as mpl\n", + "import matplotlib.pyplot as plt\n", "from scipy import stats, optimize, linalg\n", - "import yaml\n", "\n", - "from ORBIT import (\n", - " ParametricManager,\n", - " load_config,\n", - ")\n", + "from ORBIT import ParametricManager, load_config\n", "\n", - "import matplotlib as mpl\n", - "mpl.rcParams[\"figure.autolayout\"] = True" + "\n", + "mpl.rcParams[\"figure.autolayout\"] = True\n", + "\n", + "# Ensure the correct examples directory is used when running this in docs or in examples\n", + "here = Path(\".\").resolve()\n", + "example_dir = here.parents[1] / \"examples\" if here.stem == \"topical_guides\" else here" ] }, { "cell_type": "markdown", + "id": "8afd9aa8", "metadata": {}, "source": [ "## Configuration\n", @@ -252,10 +278,11 @@ { "cell_type": "code", "execution_count": 2, + "id": "fde3d9b6", "metadata": {}, "outputs": [], "source": [ - "BASE_CONFIG = load_config(\"nrwal.yaml\")\n", + "BASE_CONFIG = load_config(example_dir / \"configs/nrwal.yaml\")\n", "\n", "DEPTHS = [i for i in range(5, 60, 5)] # Ocean depth in meters\n", "MEAN_WIND_SPEED = [i for i in range(2, 20, 2)] # Mean wind speed in m/s" @@ -264,6 +291,7 @@ { "cell_type": "code", "execution_count": 3, + "id": "e229a75d", "metadata": {}, "outputs": [], "source": [ @@ -279,6 +307,7 @@ }, { "cell_type": "markdown", + "id": "9947f598", "metadata": {}, "source": [ "## Curve Fit Library" @@ -287,6 +316,7 @@ { "cell_type": "code", "execution_count": 4, + "id": "fe1d3d31", "metadata": {}, "outputs": [], "source": [ @@ -303,13 +333,18 @@ " This method evaluates a curve defined by a polynomial equation given a set of\n", " coefficients and data points.\n", "\n", - " Args:\n", - " coeffs (list): A list of coefficients for the curve. The order of the\n", - " coefficients should be from highest to lowest power.\n", - " data_points (list): A list of data points at which to evaluate the curve.\n", - "\n", - " Returns:\n", - " np.array: The curve evaluated at the given data points.\n", + " Parameters\n", + " ----------\n", + " coeffs : list\n", + " A list of coefficients for the curve. The order of the coefficients should\n", + " be from highest to lowest power.\n", + " data_points : list\n", + " A list of data points at which to evaluate the curve.\n", + "\n", + " Returns\n", + " -------\n", + " np.array\n", + " The curve evaluated at the given data points.\n", " \"\"\"\n", " curve = np.zeros_like(data_points)\n", " for i, dp in enumerate(data_points):\n", @@ -321,19 +356,25 @@ "\n", " @staticmethod\n", " def fit(func, x, y, fit_check=False):\n", - " if x is pd.Series:\n", + " if isinstance(x, pd.Series):\n", " x = x.to_numpy(dtype=np.float64)\n", - " elif x is np.array:\n", + " elif isinstance(x, np.array):\n", " x = x.astype(np.float64)\n", - " if y is pd.Series:\n", + " else:\n", + " raise ValueError(\"`x` must be a pd.Series or np.ndarray.\")\n", + "\n", + " if isinstance(y, pd.Series):\n", " y = y.to_numpy(dtype=np.float64)\n", - " elif y is np.array:\n", + " elif isinstance(y, np.array):\n", " y = y.astype(np.float64)\n", + " x = x.astype(np.float64)\n", + " else:\n", + " raise ValueError(\"`y` must be a pd.Series or np.ndarray.\")\n", "\n", " popt, pcov, nfodict, mesg, ier = optimize.curve_fit(func, x, y, full_output=True)\n", "\n", " if fit_check:\n", - " print(f\"mesg: {mesg}\")\n", + " print(f\"message: {mesg}\")\n", " print(f\"ier: {ier}\")\n", " print(f\"Coefficients: {popt}\")\n", " # print(f\"R-squared: {rvalue**2:.6f}\")\n", @@ -344,30 +385,33 @@ { "cell_type": "code", "execution_count": 5, + "id": "1ed3cde3", "metadata": {}, "outputs": [], "source": [ "class CostFunction():\n", " \"\"\"\n", - " This class is used to create the ORBIT parameterization, fit a curve, plot the curve, and\n", - " export the function to NRWAL format. Parameterizations are limited to up to two independent\n", - " variables.\n", + " Creates the ORBIT parameterization, curve fits, plots the curve, and exports\n", + " the function to a NRWAL format. Parameterizations are limited to up to two\n", + " independent variables.\n", " \"\"\"\n", " def __init__(self, config: dict, parameters: dict, results: dict):\n", " \"\"\"\n", - " On initialization, the config, parameters, and results dictionaries are prepared for\n", - " use in ORBIT.ParametricManager. Additionally, the independent variables are extracted\n", - " into x and y (for two-variable parameterizations) and z is extracted as the dependent\n", - " variable. Whether the cost function is 3D or 2D is determined by the length of the\n", - " parameters variable.\n", - "\n", - " Args:\n", - " config (str): Configuration settings to added to the BASE_CONFIG or overwrite\n", - " in the BASE_CONFIG. This must include the `design_phases` config.\n", - " parameters (dict): Parameters to use with ORBIT.ParametricManager; maximum of two\n", - " parameters are supported.\n", - " results (dict): Results to use with ORBIT.ParametricManager; this must include only\n", - " one variable.\n", + " Prepares the ``config``, ``parameters``, and ``results`` dictionaries for use\n", + " in ``ParametricManager``. Additionally, the independent variables are extracted\n", + " into ``x` and ``y`` (for two-variable parameterizations) and ``z`` is extracted\n", + " as the dependent variable. Whether the cost function is 3D or 2D is determined\n", + " by the length of theparameters variable.\n", + "\n", + " Parameters\n", + " ----------\n", + " config : str\n", + " Configuration settings to added to the BASE_CONFIG or overwrite\n", + " in the ``BASE_CONFIG``. This must include the ``design_phases`` config.\n", + " parameters : dict\n", + " Parameters to use with ``ParametricManager``; maximum of two parameters.\n", + " results : dict\n", + " Results to use with ``ParametricManager``; this must include only one variable.\n", " \"\"\"\n", " self.is_3d = False\n", "\n", @@ -397,7 +441,11 @@ " # results and postprocessing the data\n", " self.parameters = deepcopy(self.parameters)\n", " _vars = list(self.parameters.keys())\n", - " self.x_variable = _vars.pop(0) # NOTE: This assumes the first parameter is site.depth; it's not critical to functionality but good to keep in mind\n", + " \n", + " # NOTE: This assumes the first parameter is site.depth; it's not critical to\n", + " # functionality but good to keep in mind\n", + " self.x_variable = _vars.pop(0)\n", + " \n", " if len(_vars) == 1:\n", " self.is_3d = True\n", " self.y_variable = _vars.pop()\n", @@ -408,7 +456,9 @@ " raise ValueError(\"This class is limited to results with one variable\")\n", "\n", " def run(self):\n", - " self.parametric = ParametricManager(self.config, self.parameters, self.results, product=True)\n", + " self.parametric = ParametricManager(\n", + " self.config, self.parameters, self.results, product=True\n", + " )\n", " self.parametric.run()\n", "\n", " self.x = self.parametric.results[self.x_variable]\n", @@ -417,7 +467,9 @@ " self.z = self.parametric.results[self.z_variable]\n", "\n", "\n", - " ### --------- Curve fit functions --------- ###\n", + " # -------------------\n", + " # Curve fit functions\n", + " # -------------------\n", "\n", " def linear_1d(self):\n", " def f(x, a, b):\n", @@ -452,10 +504,16 @@ " data_to_fit[:,1],\n", " np.ones(data_to_fit.shape[0])\n", " ]\n", - " self.coeffs,_,_,_ = linalg.lstsq(A, data_to_fit[:,2]) # coefficients\n", + " self.coeffs, _, _, _ = linalg.lstsq(A, data_to_fit[:, 2]) # coefficients\n", "\n", " # Evaluate it on the same points as the input data\n", - " self._linear_2d_curve = self.coeffs[0]*self.x + self.coeffs[1]*self.y + self.coeffs[2]\n", + " self._linear_2d_curve = (\n", + " self.coeffs[0]\n", + " * self.x\n", + " + self.coeffs[1]\n", + " * self.y\n", + " + self.coeffs[2]\n", + " )\n", "\n", " def quadratic_2d(self):\n", " data_to_fit = np.array(list(zip(self.x, self.y, self.z)))\n", @@ -463,36 +521,37 @@ " # best-fit quadratic curve\n", " A = np.c_[\n", " np.ones(data_to_fit.shape[0]),\n", - " data_to_fit[:,:2],\n", - " np.prod(data_to_fit[:,:2], axis=1),\n", - " data_to_fit[:,:2]**2\n", + " data_to_fit[:, :2],\n", + " np.prod(data_to_fit[:, :2], axis=1),\n", + " data_to_fit[:, :2]**2,\n", " ]\n", - " self.coeffs,_,_,_ = linalg.lstsq(A, data_to_fit[:,2])\n", + " self.coeffs, _, _, _ = linalg.lstsq(A, data_to_fit[:, 2])\n", "\n", " # Evaluate it on the same points as the input data\n", " # This dot product is equivalent to the sum of the terms of the polynomial;\n", - " # np.c_[] is used to concatenate the arrays into the correct form for the dot product\n", - " # and C is the coefficients of the polynomial\n", + " # np.c_[] is used to concatenate the arrays into the correct form for the\n", + " # dot product and C is the coefficients of the polynomial\n", " self._quadratic_2d_curve = np.dot(\n", " np.c_[\n", " np.ones(self.x.shape),\n", " self.x,\n", " self.y,\n", - " self.x*self.y,\n", + " self.x * self.y,\n", " self.x**2,\n", - " self.y**2\n", + " self.y**2,\n", " ],\n", " self.coeffs\n", " ).reshape(self.x.shape)\n", "\n", - "\n", - " ### --------- Plotting functions --------- ###\n", + " # ------------------\n", + " # Plotting functions\n", + " # ------------------\n", "\n", " def plot(\n", " self,\n", " ax,\n", " plot_data: bool = False,\n", - " plot_curves: list[str] = []\n", + " plot_curves: list[str] = None,\n", " ):\n", " if plot_data:\n", " if self.is_3d:\n", @@ -500,47 +559,49 @@ " else:\n", " ax.scatter(self.x, self.z, label=\"Data\")\n", "\n", + " if plot_curves is None:\n", + " plot_curves = []\n", " for curve in plot_curves:\n", - "\n", - " if curve == \"linear_1d\":\n", - " ax.plot(self.x, self._linear_1d_curve, label=\"Linear Fit\")\n", - "\n", - " if curve == \"quadratic_1d\":\n", - " ax.plot(self.x, self._quadratic_1d_curve, label=\"Quadratic Fit\")\n", - "\n", - " if curve == \"poly3_1d\":\n", - " ax.plot(self.x, self._poly3_1d_curve, label=\"Degree 3 Polynomial Fit\")\n", - "\n", - " if curve == \"linear_2d\":\n", - " ax.plot_surface(\n", - " np.reshape(self.x, (len(DEPTHS), -1)),\n", - " np.reshape(self.y, (len(DEPTHS), -1)),\n", - " np.reshape(self._linear_2d_curve, (len(DEPTHS), -1)),\n", - " alpha=0.3,\n", - " label=\"Linear Fit\"\n", - " )\n", - "\n", - " if curve == \"quadratic_2d\":\n", - " ax.plot_surface(\n", - " np.reshape(self.x, (len(DEPTHS), -1)),\n", - " np.reshape(self.y, (len(DEPTHS), -1)),\n", - " np.reshape(self._quadratic_2d_curve, (len(DEPTHS), -1)),\n", - " alpha=0.3,\n", - " label=\"Quadratic Fit\"\n", - " )\n", - "\n", - "\n", - " ### --------- Export functions --------- ###\n", - "\n", - " def export(self, filename: str, key: str, comments: str = \"\"):\n", + " match curve:\n", + " case \"linear_1d\":\n", + " ax.plot(self.x, self._linear_1d_curve, label=\"Linear Fit\")\n", + " case \"quadratic_1d\":\n", + " ax.plot(self.x, self._quadratic_1d_curve, label=\"Quadratic Fit\")\n", + " case \"poly3_1d\":\n", + " ax.plot(self.x, self._poly3_1d_curve, label=\"Degree 3 Polynomial Fit\")\n", + " case \"linear_2d\":\n", + " ax.plot_surface(\n", + " np.reshape(self.x, (len(DEPTHS), -1)),\n", + " np.reshape(self.y, (len(DEPTHS), -1)),\n", + " np.reshape(self._linear_2d_curve, (len(DEPTHS), -1)),\n", + " alpha=0.3,\n", + " label=\"Linear Fit\",\n", + " )\n", + " case \"quadratic_2d\":\n", + " ax.plot_surface(\n", + " np.reshape(self.x, (len(DEPTHS), -1)),\n", + " np.reshape(self.y, (len(DEPTHS), -1)),\n", + " np.reshape(self._quadratic_2d_curve, (len(DEPTHS), -1)),\n", + " alpha=0.3,\n", + " label=\"Quadratic Fit\",\n", + " )\n", + "\n", + " # ------------------\n", + " # Export functions\n", + " # ------------------\n", + "\n", + " def export(self, filename: Path, key: str, comments: str = \"\") -> None:\n", " \"\"\"\n", - " This function writes the curve equation to a file for use in NRWAL.\n", - "\n", - " Args:\n", - " filename (str): The file to write the curve equation to. If the file exists, the\n", - " equation is appended to the end of the file.\n", - " key (str): The key to use in the NRWAL file for the curve equation. In the key-value\n", - " pair, this argument is the key and the value is the equation string.\n", + " Writes the curve equation to a file for use in NRWAL.\n", + "\n", + " Parameters\n", + " ----------\n", + " filename : Path\n", + " The file to write the curve equation to. If the file exists, the\n", + " equation is appended to the end of the file.\n", + " key : str\n", + " The key to use in the NRWAL file for the curve equation. In the key-value\n", + " pair, this argument is the key and the value is the equation string.\n", " \"\"\"\n", "\n", " x_var = orbit_to_nrwal_params[self.x_variable]\n", @@ -552,6 +613,7 @@ " if self._linear_1d_curve is not None:\n", " # y = ax + b\n", " equation_string = f\"{F} * {S} + {F}\".format(self.coeffs[0], x_var, self.coeffs[1])\n", + " equation_string = f\"{F} * {S} + {F}\".format(self.coeffs[0], x_var, self.coeffs[1])\n", "\n", " if self._quadratic_1d_curve is not None:\n", " # y = ax^2 + bx + c\n", @@ -596,7 +658,9 @@ " # nrwal_dict = {self.config[\"design_phases\"][0]: equation_string}\n", " nrwal_dict = {key: equation_string}\n", "\n", - " with open(filename, \"a\") as f:\n", + " if isinstance(filename, str):\n", + " filename = Path(filename).resolve()\n", + " with filename.open(\"a\") as f:\n", " f.write(\"\\n\")\n", " if comments:\n", " f.write(f\"# {comments}\\n\")\n", @@ -608,15 +672,11 @@ }, { "cell_type": "markdown", + "id": "2c8f79a5", "metadata": {}, "source": [ - "# ORBIT Design Phase Cost Curves" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ + "# ORBIT Design Phase Cost Curves\n", + "\n", "## Monopile Substructure\n", "\n", "Independent variables:\n", @@ -627,36 +687,29 @@ { "cell_type": "code", "execution_count": 6, + "id": "b13a154d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "ORBIT library intialized at '/Users/rmudafor/Development/orbit/library'\n", - "{'substructure_17MW': '-569653.7 * depth**2 + 12505.1 * depth * mean_windspeed + 545620.3 * mean_windspeed**2 + 6917.7 * depth + 235.1 * mean_windspeed + -15478.7'}\n" + "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n", + "{'substructure_15MW': '-620854.4 * depth**2 + 8899.8 * depth * mean_windspeed + 508191.7 * mean_windspeed**2 + 6938.1 * depth + 247.7 * mean_windspeed + -14812.4'}\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'substructure_15MW': '-620854.4 * depth**2 + 8899.8 * depth * mean_windspeed + 508191.7 * mean_windspeed**2 + 6938.1 * depth + 247.7 * mean_windspeed + -14812.4'}\n" ] }, { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d67df42313104cf1a234f208e058429d", - "version_major": 2, - "version_minor": 0 - }, - "image/png": 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7301pA/OlL31J3H333aK+vl44nU5x+eWXi7a2Nut+g4OD4tZbbxXr1q0TXq9XlJaWiosvvlg88sgjWefs6+sTr371q4Xf7xeAdT1meu5///vfi7POOks4HA6xdu1a8f3vf39K25Zvf/vb4rzzzhNOp1OUl5eLK664Qjz22GMz7kEIIV588UVx8cUXC4fDIRoaGsQ999wzpQ3MxNegSSAQEB//+MfFqlWrhMPhEEuWLBEtLS3iy1/+cpZVkEQiWVgUIRa48lsikZyyPPTQQ7ztbW/j+eef54ILLljo7UgkEokkT2QNoEQikUgkEskZhhSAEolEIpFIJGcYUgBKJBKJRCKRnGHIGkCJRCKRSCSSMwwZAZRIJBKJRCI5w5ACUCKRSCQSieQMQwpAiUQikUgkkjMMKQAlEolEIpFIzjCkAJRIJBKJRCI5w5ACUCKRSCQSieQMQwpAiUQikUgkkjMMKQAlEolEIpFIzjCkAJRIJBKJRCI5w7At9AYkEolEsngwDIN4PL7Q25AsUux2O5qmLfQ2JHOAFIASiUQiASAej9PZ2YlhGAu9FckipqysjJqaGhRFWeitSGaBFIASiUQiQQhBb28vmqZRX1+PqsoKIUk2QgjC4TD9/f0ALFu2bIF3JJkNUgBKJBKJhGQySTgcpra2Fo/Hs9DbkSxS3G43AP39/SxdulSmg09h5Fc8iUQikaDrOgAOh2OBdyJZ7JhfEBKJxALvRDIbpACUSCQSiYWs65LMhHyNnB5IASiRSCQSiURyhiEFoEQikUgkEskZhhSAEolEIjll2bZtG4qioCgKdrud6upqrrnmGr797W8XZGfz0EMPUVZWNn8blUgWGVIASiQSieSU5tprr6W3t5fDhw/zm9/8hquuuor3v//9XH/99SSTyYXenkSyKJECUCKRSCRzyqGBIH9q76dzMHRSzud0OqmpqaGuro7zzz+fT3ziE/ziF7/gN7/5DQ899BAA99xzD2effTZer5f6+nre/e53EwwGAXjiiSd429vextjYmBVNvP322wH43ve+xwUXXIDf76empoY3velNlg+eRHIqIwWgRCKRSOaE0XCct3zrb7z87id523ee56ovP8FbvvU3xsIn3y7k5S9/OZs2beJnP/sZAKqqct9997F7927++7//m8cff5yPfOQjALS0tHDvvfdSUlJCb28vvb29fOhDHwJSVid33nknbW1tPProoxw+fJht27ad9Mcjkcw10ghaIpFIJHPC+37Yyl8ODmbd9peDg7z3h9v57tsvOun7WbduHTt27ADgtttus25vamric5/7HO9617v4xje+gcPhoLS0FEVRqKmpyVrj5ptvtv57xYoV3HfffVx44YUEg0F8Pt9JeRwSyXwgI4ASiUQimTWHBoI8dWAAXYis23UheOrAwElLB2cihLA86/7whz/wile8grq6Ovx+P//4j//I0NAQ4XB42jVefPFFXvOa19DQ0IDf7+eKK64AoLu7e973L5HMJ1IASiQSiWTWdA1PL6QOD518Abh3716am5s5fPgw119/Peeccw4//elPefHFF/n6178OQDwen/L4UCjE1q1bKSkp4eGHH+b555/n5z//+YzHSSSnAjIFLJFIJJJZ01gx/fzgpkrvSdpJiscff5ydO3fygQ98gBdffBHDMLj77rtR1VTc45FHHsm6v8PhsMbhmezbt4+hoSHuuusu6uvrAXjhhRdOzgOQSOYZGQGUSCQSyaxZUeXjZaur0CaMCdMUhZetrqJ5yfwJwFgsRl9fHz09Pbz00kv8+7//O3/3d3/H9ddfz1ve8hZWrVpFIpHga1/7GocOHeJ73/seDz74YNYaTU1NBINB/vjHPzI4OEg4HKahoQGHw2Ed97//+7/ceeed8/Y4JJKTiRSAEolEIpkTvvbG87h01ZKs2y5dtYSvvfG8eT3vb3/7W5YtW0ZTUxPXXnstf/rTn7jvvvv4xS9+gaZpbNq0iXvuuYcvfOELnHXWWTz88MN8/vOfz1qjpaWFd73rXfz93/89VVVVfPGLX6SqqoqHHnqIn/zkJ2zYsIG77rqLL3/5y/P6WCSSk4UixISKXYlEIpGccUSjUTo7O2lubsblcs1qrc7BEIeHQjRVeuc18idZGObytSJZOGQNoEQikUjmlOYlUvhJJIsdmQKWSCQSiUQiOcOQAlAikUgkEonkDEMKQIlEIpFIJJIzDCkAJRKJRCKRSM4wpACUSCQSiUQiOcOQAlAikUgkEonkDEMKQIlEMqcYhoFhGAu9DYlEIpFMg/QBlEgkc4IQAl3XiUQiJJNJ7HY7NpsNTdOw2WwoE0aESSQSiWThkBFAiUQya4QQJBIJEomEdVsikSAcDhMMBhkfHycYDBKNRkkmk8gBRJKThaIoPProowu9jYI5fPgwiqLQ2tq60FuRnKbICKBEIpkVuq6TSCQwDANVVVEUBVVVUdXU90shBIZhkEgkiMfj1u81TcNut6NpGpqmyQjhIuXXTzx7Us/3qiu3FHT/bdu2MTo6OqXI6+3tpby8fA52Nj/ket1feumlPPnkk/T29rJkSWq28hNPPMFVV13FyMgIZWVlJ3mXktMRKQAlEklRCCFIJpMkk0kAS/xN/EBTFAVN06xjgJyC0GazWSljKQglc0VNTc1Cb8Eqj7DZcn/kfuc73+Haa6+1fnY4HGiatij2Ljl9kSlgiURSMIZhEI/HLfGXKfymS++a9zPrAk3BJ4QgHo8TCoUIBAKMj48TCoWIxWIyZSyZFZkpYDOt+rOf/YyrrroKj8fDpk2bePbZ7Cjn008/zeWXX47b7aa+vp73ve99hEIh6/ff+973uOCCC/D7/dTU1PCmN72J/v5+6/dPPPEEiqLwm9/8hs2bN+N0Onn66aen3GNZWRk1NTXWv4qKiqwU8OHDh7nqqqsAKC8vR1EUtm3bNncXSXJGIgWgRCLJGzOSEY/HMQzDit4VG62bThDGYjEpCCXzwic/+Uk+9KEP0draypo1a3jjG99ofZnp6Ojg2muv5fWvfz07duzgxz/+MU8//TTvec97rOMTiQR33nknbW1tPProoxw+fDinIPvYxz7GXXfdxd69eznnnHOK3m99fT0//elPAWhvb6e3t5evfvWrRa8nkYBMAUskkjwRQjA+Pk4ikcDr9eZM984Wcz0zDSyEsP7FYjHi8TiQSjdn1g/KlLGkED70oQ/x6le/GoA77riDjRs3cvDgQdatW8fnP/953vzmN3PbbbcBsHr1au677z6uuOIKHnjgAVwuFzfffLO11ooVK7jvvvu48MILCQaD+Hw+63ef/exnueaaa2bczxvf+EarTALg+9//Pueee671s6ZpVFRUALB06VJZAyiZE6QAlEgkM2LW7B05coRIJDKraEYhZIrMiYIwGo1a9zEFoRlBnE1UUnL6k/n6XbZsGQD9/f2sW7eOtrY2duzYwcMPP2zdx2xk6uzsZP369bz44ovcfvvttLW1MTIyYvlednd3s2HDBuu4Cy64IK/9fOUrX+Hqq6/O2tPAwMCsHqNEMhNSAEokkikxU77JZNLq8l3I9KsUhJK5wG63W/9tvi5MERcMBnnnO9/J+973vknHNTQ0EAqF2Lp1K1u3buXhhx+mqqqK7u5utm7dakWoTbxeb177qampYdWqVVm3SQEomW+kAJRIJDkxvf10XQewrF0WU/3ddIJwz549OJ1Oli9fPqnGUApCyVScf/757NmzZ5IgM9m5cydDQ0Pcdddd1NfXA/DCCy/M+74cDgeA9fcokcwWKQAlEskkcnn7mSwmATiRTEFojqRTVRXDMKwIoSlkpSA8fRgbG5tkmFxZWWkJtEL46Ec/yiWXXMJ73vMe3vGOd+D1etmzZw+PPfYY999/Pw0NDTgcDr72ta/xrne9i127dnHnnXfO0SOZmsbGRhRF4Ze//CWvetWrcLvdWfWGEkmhyC5giURiYUb9zC7ficIoH5G02IRUpum0OZJO13VisRjBYJBAIEAgECAcDhOPx9F1fVGLXMlknnjiCc4777ysf3fccUdRa51zzjk8+eST7N+/n8svv5zzzjuPT3/609TW1gJQVVXFQw89xE9+8hM2bNjAXXfdxZe//OW5fDg5qaur44477uBjH/sY1dXVWV3JEkkxKEK+00kkElIRs2QyaaWYcnX5dnV1MTg4yObNm6dcxzSHNieBLBR79+7F6XSyYsWKKe9jpovN+i/IriHMnGO82ITtXBONRuns7KS5uRmXy7XQ25EsYuRr5fRApoAlkjOczFFtQohpxc7pJoLMx5o5ti6z8WUqn8IzQRBKJJLTGykAJZIzmInj3GYSNoqiZEXLprrPYqCYfUwlCJPJJIlEIksQZvoQLnS0UyKRSApFCkCJ5AzFjPrpup4leqZjsYi7k4UUhBKJ5HRFCkCJ5Awjl7dfvsIunwjgYmKuS5xnEoTApA5jKQglEsliRApAieQMQgjB2NgYuq7j8XgKtj/J576mKDoTmEoQmp3U5u+lIJRIJIsNKQAlkjMEwzCIx+N0dnaiKArr168veI1TKQK4EOnqXILQTLWbEcKJgtDsMpZIJJKTiRSAEslpjpnyNbt8TWPkYshHqAwNDREOh6moqMDtdhd1ntMFsz7QJFMQ9vX1EQwGaWpqsgRhZpexRCKRzCdSAEokpzFTjXMrdpyUoihTpncNw6C9vZ2jR4/i9XrZv38/TqeT8vJy65/T6Sz6sRTDYktFZwrCRCJBMBi0/ttMGWcaV5spYykIJRLJXCMFoERympIZ9cu0d5lOxM3EVMeGw2FrFNfFF1+M3W636g1HRkY4cuQIe/bswev1WmKwrKwMu91e9OM7HZguQpgpCCfWEEpBKJFIZosUgBLJacZM3n6zTQFPFIC9vb3s3r2buro61q5dawkYm81GZWUllZWVQCrKNTo6ysjICIcOHSIUCuH3+y1BWFpais125rwl5RLSmYLQ/L1ZuxmLxaQgXKTcfvvtPProo5PmEc8VV155Jeeeey733nvvnK/d1NTEbbfdxm233Tbna0sWN2fOu61EcgZgii9T4OXqNp2rCKCu6+zbt4++vj7OPvtsqqurrT3kwm63U1VVRVVVFQCxWIyRkRFGRkZob28nFotNEoSZ0bFi9noqY+5/oQXhi0/8cs7WyofNV15f8DFHjhzhM5/5DL/97W8ZHBxk2bJl3HDDDXz605+2voCcCjzxxBNcddVVjIyMUFZWZt3+s5/9bFbR8iuvvJInn3xy0u2JRILnn38er9dr3aYoCj//+c+54YYbij6f5NRACkCJ5DQgM3U4k7ffXAjAYDBIa2srmqbR0tKS1eyRr/hwOp3U1NRQU1MDQCQSsQThnj17SCaTlJSUUF5eTkVFBX6//7SzTynGgidTEJr/YrEY8XgcyO1DeKqL4ek4dOgQW7ZsYc2aNfzwhz+kubmZ3bt38+EPf5jf/OY3/PWvf6WiomJB9xiPx3E4HEUfPxf7v+WWW/jsZz+bdZvNZrO+kEnOPE6vd1OJ5Awk03fO7PKdaZzbbARgIpHg2WefpaqqiosvvnjOOn3dbje1tbVs3LiRSy+9lAsvvJClS5cSDAbZsWMHf/7zn2lra6O7u5tAIJDXY1hsTSCZzHZvuRpGVFW1BGEoFCIQCDA+Pk44HCYWi6Hr+qK+JsVw66234nA4+P3vf88VV1xBQ0MD1113HX/4wx/o6enhk5/8pHVfRVF49NFHs44vKyvjoYcesn7+6Ec/ypo1a/B4PKxYsYJPfepTloWPyV133UV1dTV+v5+3v/3tRKPRrN9v27aNG264gX/7t3+jtraWtWvXAvC9732PCy64AL/fT01NDW9605vo7+8H4PDhw1x11VUAlJeXoygK27ZtA1IRvMwUbSwW46Mf/Sj19fU4nU5WrVrFt771rWmvk8fjsb5wZX7xampqslLLTU1NANx4440oimL9LDk9kRFAieQUJnOcW76mzsXWACaTSQ4dOkQikWDz5s3zGjlQFAWv14vX62X58uVW1NGMEJpehpkdxh6P55SLdM3lfjNrPTVNy4oQmgLFFI12u92KEBZqBr6YGB4e5ne/+x3/9m//NumLSE1NDW9+85v58Y9/zDe+8Y28H6Pf7+ehhx6itraWnTt3csstt+D3+/nIRz4CwCOPPMLtt9/O17/+dS677DK+973vcd9997FixYqsdf74xz9SUlLCY489Zt2WSCS48847Wbt2Lf39/Xzwgx9k27Zt/PrXv6a+vp6f/vSnvP71r6e9vZ2SkpIpv1y95S1v4dlnn+W+++5j06ZNdHZ2Mjg4WMily8nzzz/P0qVL+c53vsO11147qxIMyeJHCkCJ5BRktuPcCo0CBQIBWltbUVUVh8MxrfibDzGhKAp+vx+/309DQwOGYRAIBBgZGWFgYICDBw9is9myBOFiZ74jcfkKQtOMOplMnnJTXA4cOIAQYkpT8/Xr11uvkaVLl+a15r/+679a/93U1MSHPvQhfvSjH1kC8N577+Xtb387b3/72wH43Oc+xx/+8IdJUUCv18t//dd/ZaV+b775Zuu/V6xYwX333ceFF15IMBjE5/NZqd6lS5dm1QBmsn//fh555BEee+wxrr76amutmfjGN77Bf/3Xf1k/v/Od7+Tuu+/Ouo/5d11WVmZFCCWnL1IASiSnGOYHuGnvUsw4t3w/5IUQHD16lH379tHU1ERVVRUvvfRSsVufM1RVpbS0lNLSUpqamjAMw7Kc6e3tpb29HVVVcblc9PX1LYgH4WJjKkFoGAbRaNQqITAMA13XT9xfCFjkEcKZXs+F1N/9+Mc/5r777qOjo4NgMGjVoprs3buXd73rXVnHbNmyhT/96U9Zt5199tmTzvviiy9y++2309bWxsjIiBWJ7+7uZsOGDXntz6y9veKKK/J+TABvfvObs9LhUwlMyZmDFIASySmE6e33pz/9ic2bNxf1Jp7vOLdkMsmuXbsYGRnh/PPPp7KykvHx8bzE48lOKaqqmhX503WdPXv2EI1GLQ9Cj8eT5UE4m6L8ucAU8AvFREFoviYyI4WGYZA0ywtQTujARSIIV61ahaIo7N27lxtvvHHS7/fu3UtVVZX1d5Lry09mfd+zzz7Lm9/8Zu644w62bt1KaWkpP/rRjyZFyvIhs7MWIBQKsXXrVrZu3crDDz9MVVUV3d3dbN261WrgyYdia25LS0tZtWpVUcdKTk+kAJRITgEmevvNphs2nwjg2NgYbW1tuN1uWlparOjZbBpITiaapuFyuXA6naxZsybLg7Czs5NQKITP58sShGeSB2EuMo3Czf9OJpMkE0kcDjsCgRCAoqAI8xgm/MfJpbKykmuuuYZvfOMbfOADH8gSR319fTz88MPceuut1m1VVVX09vZaPx84cIBwOGz9/Mwzz9DY2JgVKevq6so65/r163nuued4y1veYt3217/+dca97tu3j6GhIe666y7q6+sBeOGFF7LuY34pmW5Sz9lnn41hGDz55JNWCngusdvtRU8KkpxanNnveBLJKcBEbz8z7VusmbPZKZoLIQRdXV0cOHCAlStX0tzcnBWlOlUE4EQmehDG43GroeTAgQNEo9E59SDMl1Oh+UJROCHwhAAhEAjrx4UWhPfffz8tLS1s3bqVz33uc1k2MGvWrOHTn/60dd+Xv/zl3H///WzZsgVd1/noRz+a5a+3evVquru7+dGPfsSFF17Ir371K37+859nne/9738/27Zt44ILLuDSSy/l4YcfZvfu3TPW4TU0NOBwOPja177Gu971Lnbt2sWdd96ZdZ/GxkYUReGXv/wlr3rVq3C73fh8vqz7NDU18da3vpWbb77ZagLp6uqiv7+fm266qdjLmLX+H//4Ry699FJrlKPk9ETawEgkixSz0SMej2MYRla933yMc4vH42zfvp3Dhw9zwQUXsGLFikkC5VQSgNOJK4fDQXV1NevWrWPLli1s2bKFuro6YrEYe/fu5amnnuKll16is7OT0dHRosX2dJwq1zELRcn+BylBKAyEMDAMA0MIhJH6x0l4jKtXr+b5559nxYoV3HTTTTQ2NnLdddexZs0a/vKXv2QJqLvvvpv6+nouv/xy3vSmN/GhD30Ij8dj/f61r30tH/jAB3jPe97DueeeyzPPPMOnPvWprPP9/d//PZ/61Kf4yEc+wubNm+nq6uKf//mfZ9xnVVUVDz30ED/5yU/YsGEDd911F1/+8pez7lNXV8cdd9zBxz72Maqrq3nPe96Tc60HHniAN7zhDbz73e9m3bp13HLLLYRCoUIu25TcfffdPPbYY9TX13PeeefNyZqSxYkiTsl3IYnk9Mb09jNTMRPHuT399NOsXbu2KCuW/v5+Dhw4wKWXXmrdNjIyQltbG36/P2fxukk4HObPf/4zW7dunXJ9c1LFQps2Hzx4EMMwWLNmTUHHCSGyTKlHRkbQdZ2ysjIrQuj3+2cdvevs7CQSieRd/D/fxONx+vr6aGpqwuVyASm/OSGE9fNMTDXeLld6eT75zGc+wz333MNjjz3GJZdcMu/nO9OIRqN0dnbS3Nyc92tDsviQKWCJZJGRj7ffbCOAmQX/nZ2ddHR0sHr1aisFNd2xp9J3xmL2qigKHo8Hj8dDXV0dQghCoZAlBs2asExB6PV6CxY2C90Ekg+FXr+JjyezoSTzPvMtCO+44w6ampr461//ykUXXbTgX0YkksWIFIASySKhEG+/uagBjMfj7Nixg1AoxEUXXURpaemMx5r7ORXEy1yhKAo+nw+fz0d9fT1CCMuDcGhoiI6ODjRNy/IgdLvdp831mc3jWEhB+La3vW1O1pFITlekAJRIFgETU77zPc4tmUzyl7/8hbKyMlpaWvIeNH8mCsCJKIpCSUkJJSUlNDY2YhgG4+PjjIyMcPz4cfbv34/D4cgShLnSZGfiNVwsEUKJRCIFoESy4JjefoVM9Cg2AiiEoKenh3g8zoYNG6ivry/YRNpcZ7FzsoSDqqqUlZVRVlZGc3Mzuq5bptQ9PT3s27cPl8uVJQgX2oNwsVCIIMwUhRKJZPZIASiRLBCZ3n5CiHkf5xaNRtmxYwfhcBi73U5DQ0PBez6VBOBCoWkaFRUV1livZDJpeRB2dXWxe/duvF6vNZM3kUjkHYE92ZzsKKUUhBLJyUMKQIlkATAMg2QymXfKdyKFRgAHBwfZsWMHlZWVrF69uuhxbqeaAFwM+7TZbCxZsoQlS5YAqW7b0dFRDh8+zPj4OH/+85+zPAjLyspOigfhVCyGa2YiBeHiZD5skSQnHykAJZKTiDleq7u7G4Bly5YV9YGV7zg3wzA4ePAgXV1drF+/nrq6OoLB4KzqB2FxiYRTDYfDwdKlSxkfH8cwDBobG60O43379hGPxykpKckypT4ZXaw2mw1FURgaGqKyshJFUYjFYtbc4MWIua9YLIbdbs/yyZSCcO4xm8cGBgZQVVWWMpziSAEokZwkMlO+Y2NjCCGora0taq3ppnmYRCIR2traSCaTbNmyxTLEnW0DCZwaAnCxf/Cb19DpdFJTU0NNTQ1CCKLRqCUIjx07RjKZpLS0NMuDcD4EoaqqLFmyhMHBQYLBIJCak6uq6oJGJPMhUwDmQorBucXj8dDQ0CDtdU5xpACUSE4Cmd5+iqKgaVrWEPpCmSkC2N/fz86dO6murmb9+vVZH+D5Rg+nOi+cGgLwVERRFNxuN263m9raWoQQhMNhSxB2d3cjhMjyIPT5fHMmbNxuN3V1ddbM6fb2dkpLS6mpqZmT9eeLl156idWrV+P3+4ETr0/DMKwpOoAlZm02m/XfUhQWhnn95HU79ZECUCKZR6by9puNCIOpI4CGYdDe3s7Ro0fZuHFjzghjPtHDqZhJAJrn7+vrs0RKRUXFgk0LWOxCdaYPUUVR8Hq9eL1eli9fjhCCYDBoCcLOzk6rC9kUhB6PZ1YfzpmpPcMw0DRt0af6zEaaqfaZWTtoGAa6rlv/7HZ7liiUwkZypiAFoEQyT0zn7TcbEQa507jhcJi2tjaEELS0tOD1eqc81txfsfWHufYeiURobW3FMAxWr15NMBjk2LFjtLe343K5qKiosETKYu16PZkUc/0VRcHv9+P3+2loaMAwDAKBAMPDw/T393Pw4EFsNtskU+qTuceFwPxyNRWZNYFmTaP5LxqNWvcxO7NtNhuapklBKDmtkQJQIpkHzHm4U3n7zWaSR67j+/r62LVrF7W1taxbt27GD0OYWwE4MDDAjh07qK6uZu3atei6ztKlS1mxYoVlgzI8PExnZye7du1aVF2vC8lsxYWqqpSWllJaWmp5EJqm1L29vbS3t+N0OrMEodPpzHv9U0UAmjZK+ZKvIDQjg1IQSk5HpACUSOYQM+WbSCSm9fabrQA0U8i6rrNv3z56e3s566yz8qrVMvczU9RkuuMza6wOHDhAd3e3lXI292Uy0QYlFotN6no1mxwqKirmrMlhsX9Qz0d6OnMkHWA1HI2MjHDkyBH27NmD1+vNEt/TRWNPBQFopnVnO7IulyA0DEMKQslpixSAEskcUcg4t7moAYxGo/z1r39FVVVaWlrweDx5H2vutxhMARiNRmlrayORSGR1Gc/ExK7XSCTCyMgIw8PDHDlyxGpyMFPGXq+36A/ZxV4DON/YbDYqKyuprKwEUrVypin1oUOHCIVCWdHY0tJSbLYTHwunigAE5rQjdTpBGIvFiEajqKqKqqpSEEpOWaQAlEjmgMyoXz7zS2dbAxgMBhkcHKSpqYnVq1cXnP6C2QnAkZERDh48yJIlS9i8eXOWaCh0LY/Hg8fjoa6uzmpyGB4eZmhoiI6OjjmtaVtsnGyxYLfbqaqqoqqqCsiOxra3txOLxbI8CGcbWTsZmF+k5tOSZOLftCkIzUaSWCxm1RBKQSg5VZACUCKZBZnefpD/8PpiU8DJZJK9e/cyNDRERUUFa9euLXiN2QhAMwqyb98+NmzYQF1d3Zx+wGU2OTQ2NmIYhpXCNGvazLm6FRUVlJWVLfoO1alYDNHJzGgsYEVjTQ/CeDxOZ2cn4XB4Xj0IZ8N8RABnwvw7z4ym5xKEE1PG+b4/SCQnAykAJZIiMb39iolAFCMAA4EAra2tOBwOGhoaiMViBR1vUqwAjMVi7NixA8MwOOuss6irq5vxHLNFVdVJNW1mCrOzs5NQKITP57PSxadaQ8liEwMTPQife+45ysrKCAQCHDlyBMMw5s2DsFjMv6OF3MdUgjCZTJJIJLKmk9jtdst6RgpCyUIiBaBEUiBmFMwUf8WkeQoRgEIIjh49yr59+2hqamLlypV0dXVZxemFUowP4fDwMG1tbZSXl+NwOGasNzTF5Vx/uOWaqzs8PJyVwjQbSmKx2KKIsk3FYt4bnHidLFmyhMrKypwehIqiZKXnZ+tBWAwnIwVcKFMJwq6uLgKBABs2bLAihKYYNFPGEsnJQgpAiaQAzEaP/fv3E4/HrTfyQslXgCWTSXbv3s3Q0BDnnXeeJXxmM86tkOOFEHR2dtLR0cHatWupr6/nySefXDTixeFw5GwoGRkZYXBw0IrCmCnj2TSUnIlkNoFM5UE4MjLCwMDAnHsQ5kux3ewnk8xIn5kOzhUhzEwXS0EomW+kAJRI8iRznJv5c7FiIp8mkLGxMdra2nC73Vx66aVZ/m1zYSMz0/nj8Tg7d+4kGAxy0UUXUVpamvfeF4KJDSWdnZ2MjY1RXl5udb2aNilmynghG0pOhQ7b6V7jmR6ETU1NOes1Z+NBmC+FegAuJOZklakihIlEgng8DjCpoUQKQslcIwWgRDIDuca5aZo2p0bOE8/X3d3N/v37WbFiBStWrJj0ITxbG5mZBODo6Citra2UlJTQ0tIyyStuMQrAiZj1Vg0NDVbEanx8nOHh4SyBkjmh5FRtKJkvChGpE+s1dV236jVND0KPx5PlQTgX1/tU6FQ20XU9p4ibThCaM8NlhFAy10gBKJFMw1TefnM9ycMkkUiwa9cuRkdH2bx5MxUVFVMePxsRNtX5zTqlAwcOsHr1ahobG3NOMTlVBGAm5szcsrIyILuhpKuri927d+Pz+awI4URPvJOxx8XGbKJrmqZN6UGY2cCTKQiLud6nQgrYxDCMvMYg5hKEZgZiKkFos9kW/evpZDFfNcinG1IASiRTYHr75Wr0mA8BaEbd/H4/l1566bTRkfmIAJric2xsjAsvvNASSrmYTgCeKm+6uRpKTEPqTE88M0JYUlIyp0LjVBDRc5mmnuhBaF7vkZERDhw4QDQanWRKnU9H96kkAHVdx+VyFXyc2TBikikI4/G4JRYnNpWcKn+Lc81Ez8Yz9TrMhBSAEskEJnr7zccs30wBJ4Tg8OHDHDx4kFWrVtHU1DTvRtITBeDY2Bitra34fD5aWlqmFZ/5fNguljfcQq6Rw+Ggurqa6upqIOWJZ3YYHz16dFFaoMw38/nhOfF6R6NRSxDu3bs3a0TgdAL8VKsBnKsxh/kIwokp49P99Wry4IMPcs4553DxxRefUrZQJxspACWSDCZ6+03l06Wqata820IxBVxmo8VMUbeJx8+FABVCcOTIEdrb21m5ciXNzc15fUjM5tynCm63m7q6OmtCSSgUsgRhZ2dnVs1bRUVFwQ0lp0Jk4mTu0eVysWzZMpYtWzapo/vo0aPoup4lwP1+v/U6XuzX0cRsAplrMgVh5pzueDw+5ZSS01kQvvvd72bdunW84hWv4HWvex2bNm2aspzmTEYKQImE7G/Q+Yxzm4sUsBCCv/zlL5SVleVstJiOubCBSSaTtLW1MTIyMm29Ya5jTwXmekKJz+fD5/NlNZSMjIzQ19fH/v37rY5XM2WcT4PDYr+WCyVSc40IDIVCliDs6uoCsOoGzaaJxX49p2oCmUsyZxjDzILQMAz6+/tzNpudiiQSCTRN4/rrr+exxx7j0Ucf5bLLLmPbtm2cf/75VgmCRApAiWRSo0e+s3yLFYBmowVAc3NzzkaLmZitABVCsGfPHivlW4g9x2zrD08HMhtKmpubSSaTjI2NMTw8PKmhZDYNDgvNYhFVmQK8vr4eIYTlQdjX10coFOLpp5+e5EG4GPaeyXxFAKdjJkG4b98+rrnmGsbHxxfd9SqGUCiEoih88YtfJBKJ8PDDD/Ptb3+bN7zhDVxwwQW85S1v4fWvf70VQT6TOfXekSSSOSTT26+QiR7F2sCY49QikQhA0bN0i40ACiHo6ekhEomwbNkyzjnnnILPf6a/aebCZrNldbzmanAoKSnJanBY7E0gizmqpigKJSUllJSUYLfb6evrY8WKFYyMjHD8+HH279+Pw+HIEoTFNF/MNScjAjgTEwVhOBw+rQzSQ6EQNpuNWCyG2+3mHe94B+94xzt44okn+PrXv86tt97Kpz71Kd797nfziU98YqG3u6BIASg5I8nl7VfIG2AxEbjBwUF27NhBZWUlmzZt4vHHHy9aBBQThUsmk+zZs4fBwUE8Hg81NTXzOsVkMbBQIitXQ4kpCHt6etB13ZoGsdgbShbrvkzMqFpmRFbXdcuUuqenh3379uFyubIE4UJ4Pi7GjuVQKITX613obcwZY2NjxONxnE6n9SUG4Morr+TKK6+kv7+fu+66i//7v/+TAnChNyCRnGzMeiLAMlOdzxSsYRgcPHiQrq4u1q9fT11dXdbviqHQLuBgMEhrayt2u52Wlha2b99e9LkXuyBYjLjdbtxuN7W1tdbrb/fu3UQiEV566aWshpLFkr48VbzUcokqTdOoqKiw6lpzeT56vd6sFH0hNbiz2eti60o1BeBif57zRQjBli1bgBPlPGaNN8DSpUu55557FnKLiwYpACVnFKa33/PPP09zczPLli0rap18BWA0GqWtrY1EIsEll1yC3++3fjebSFohAvTYsWPs3r2bxsZGVq1ahaqqs7KROVUigIv1A82sZ3O73VRUVFBbW0sgEGB4eNhKX2aOUKuoqFiQaNWpLAAnksvz0RSEHR0dhMPhLA/CsrKyeRFqiyEFPJHTLQLY0NDAvffeC5yoYc2nrvtMRApAyRlBprefEMJKvxVLPgKsv7+fnTt3Ul1dzfr16yd9oMymkSOfGkBd19m7dy/Hjx/n3HPPzep+m00XsXwjnVsyZ+qa6UtTnHR3d7Nnzx68Xq/VXXyyGkpOFQFYTJ2iw+Fg6dKlLF26FEjV5pop+n379hGPxyfVbM6FcFuMEcBgMHhaCUC/38/mzZuBE19Wjxw5gtfrtb4ALMZU/EIgBaDktMcwDJLJZNY4t7nw8TN99CZ++BiGwf79+zly5AgbN26ktrZ22jVmc/6pCIVCtLa2oqoqLS0tkzzqZisApzt3OBymo6PDEi0ej2fBRMRibrSYam+5RqiZE0qmaiiZjw+zTC/MxcxcfJg7nU5qamqoqalBCJFlSn3s2DGSyaRlSl1RUYHP5yv4nGYacrEJD3Mk3+mE+b68Z88eHn74Yf70pz9x/vnnc//999PT08Ozzz7Lli1bsspxzkSkAJSctkzn7VdsF69J5ozOzA/IcDhMW1sbhmHQ0tIy7Tfr2Yqwqbo0+/r62LVrF3V1daxduzbnB85so49T0d/fz44dO6ioqGBwcJCOjg7sdrv1wblQ6czFSj7iym63Z0WrMhtKTHFiGiSb4mQuRNupEgGca1GlKMqkms1wOGxd8+7ubqt5x7zu+Vxz8+9tsUUAzS7g0wXzPbGzs5OPfvSjDA8P43Q62bdvH5CK9v7kJz+hu7ubD37wgwu824VFCkDJacnEcW4Ta0DmwsgZsj98TOFVW1vL2rVrZ3yjn20EELIFqGEY7Nu3j2PHjnH22WdbHai5mAvxmYkQggMHDtDV1cXGjRtZsmSJJcBNf7wjR45kpTMrKirmrdbK3Odiptjrn6uhxBQnhw8ftjwKzZRxsQ0lp4oAnO9RcIqi4PV68Xq9LF++HCEEwWDQuubmVJjMKSW5ot7m3/piiwAGg8HTKgJoptn/93//l+HhYf7yl7/wn//5n/zkJz8BYMWKFZSXl3PgwIEF3unCIwWg5LQj09vPdLyfyFykgM1z6bpOe3s7x44d46yzzqKmpibvNWYbhTM/pM3IoxCClpYWPB7PjMfPlQA0vQ2j0ShbtmzB6/WSSCSAyd2Ymf547e3txGIxSktLrfucaeass32sEw2SDcOY1FDicDgsMVheXp636Xc+E3EWAye7rk5RFPx+P36/35oKY17z/v5+Dh48iM1mm9TVnVmCspgIhUKUlJQs9DbmnKNHj1rlN+3t7VmP8XRrfCkWKQAlpw2FePvNVQo4GAyyd+9eq9ZuJuE1cY3ZRgANw2BoaIidO3eybNmyvCKPMHcCcGRkhNbWVsrLyznvvPOssVxTkemPlznvdXh4mO7uboCscWqLwQ5lvpiP+sTpGkoyI7DmNZ6uoWSxmkBPZKHr6nJdc9OD8NixY7S3t+N0OikpKUFRFMujbrEQDoenrFM+lampqeGFF14AsGyWAA4ePMixY8d49atfvZDbWxRIASg5LZg4zm0mb7/ZRgDNtV988UXq6+tZs2ZNwR9CcxEBPHDgAD09PZx11lkFWdrMxsrFPPbw4cMcOHCA1atXFzXOLte811x2KKYYrKioKNirbTE3gZwMpmooGRkZ4eDBg0QiEfx+v3WNMxtKpAAsjqk8CI8fP27N/87Xg7BrOMJznSOMx5I0lLvZ0lyO3zW3H9uhUKigL66LHfML8Otf/3qefPJJPv7xj/O3v/2N6upqXnzxRT7xiU+gKIoUgEgBKDkNMGdaFjLRQ1VVqz6wUEx7FYA1a9bQ2NhY1DqzicLF43EAhoaG2LJlS8E1PLPxARRC0NfXRzKZ5IILLrC+Wc+WzPFeTU1NVvQqc76u6dVWUVFBaWnpoiuoL4SFEFgTG0rMbtfh4eGsbteKiopFMTotH+a7BnC2mB6Edrud0dFRLrroIisqe+jQIUKhUJYHYWlpKTabjacODPEff+lmPJpEAKoCv90zwEevWUl1ydxFEE/XLuCmpibuvPNOPvKRj3Do0CF2797NT3/6U7Zs2cI3vvEN1q5du9DbXHCkAJScspgpX7PLt9BZvqaIKoRAIEBbWxt2ux2bzUZZWVnBa5gUGwEcGBhgx44dAJx33nlFvXkXKz6DwSD9/f3YbDZaWlrmNZU1MXplerUNDw+zd+9eEolEVv3gxE7MUyF6tdC4XC6WLVvGsmXLrG7X4eFhq6FE13V27txpie7FmJI3DGPR7SkXpgm03W6nqqrK8uXM9CA062JVl58HdyWJ6AoNZR4UVSWhG+zvD/HIS8d475XNc7av01EAKoqCruts2rSJ3/3ud/T09NDV1cXy5cutuk2JFICSU5RCU74TKTQFLISgp6eHvXv3WhM1nnrqqVnXERZyvBCCgwcPcvjwYTZs2MDu3buL/uArRgD29vaya9cuq4v3ZNcxTfRqmyhWzDofM515KrCYhEtmt2t9fT1jY2O0tbXh9/vp7+/nwIEDOByOrGu8GGrZFlsKeCqmalbJfF1DyubntzuOMhI+TrnDYHgkis1mx+Gw43Mo/K1rlHBcx+OYm+h3OBw+7QQgZNvt1NXVWZ5/8Xic9773vbzrXe/ivPPOW6jtLQqkAJSccphRv0JSvhMppAkkmUyye/duhoaGOO+88yw3+bmwksn3+FgsRltbG7FYzBopt2fPnpMyzi3TXmbTpk0MDQ0Vdc65ZKJYMQyD8fFxRkZG6O3tpb29HZvNhqqqDAwMnLRZr4VwKtQnappGU1OTlZLPZemT2e16MiaUTGQxCEAhBEdGogyH41T5nNSVTU6f57tPt9tNSWk5DucoleUuy9UgkUgQDScIC0Hrjp0sX1qRtwfhdPs+3Tpix8bGgFS5g6ZpWZ3sNpuNaDTKI488whvf+MaF3OaiQApAySmD6e3X3d1Nb28vF1xwQdFvfPlGAMfHx2ltbcXlcnHppZdmRTxOlgAcGhqira2NyspKzj//fOtDdr5HyUGqRmz79u1Z9jLDw8OLTryYPmxlZWU0NzeTTCbp6OiwzKina3aQ5GZijeLE5obMhpLMa5xZy3YyajQXugZwLJLgW88eoe3oONGEgcehcUFDKdsuWY7XeeIjtpA5wOtqfPicNkbCSSq8DjTNhtPpYige4bxaL3VVXsuDUFGULBFe6OSdYDCYNaP8VOf2229n//79eL1e3G63ZZNkfmHUNI2xsbFTJkswn0gBKDklML8Fm/U+psdfscwknoQQHDlyhPb2dlasWMGKFSsmnW+2AnAmESaE4NChQxw6dIh169axfPnySTVuxQqxfATw4OAgbW1tk2YZz6aD+GRhs9nw+XxEIhHOPffcSc0Ouq5nTc/wer0nPR272LtsZ9rfVA0lIyMj7NmzZ9L4tPnyeFzIGkAhBN959ijPdIywxO9gic9BMJbkTweGcNhUbrm0IWuf+QriujIX15+1lJ+29nFkcBy73U5UFyzxOXjjxQ001vhobGy0PAhHRkYYGBiY0oNwOk63FPD3vvc96urqaG5uZmhoiEAgQDAYJBwOE4lErNpvKQClAJQscjLHuZkpFJvNNmsBMl0KOJFIsGvXLkZHR9m8ebMV8ZjIfEYA4/E4O3bsIBwOc/HFF+c0ap2vCGCm8Fy/fj3Lly/P+9iJ6yykwMk898Rmh1AoZNUPHjp0yPrQNCNci6G2baEp9PnL1VCSy+Ox2EjVVCxkCrhnLEprzziVPjslaXuWUrcd3RA8d3iU151bQ6U3NfownwhgMhEnHBgjEhpni2cUreoYOwfihMrXsa7GxyvXV9FcecKyJdODsKmpyZq8k1kK4XQ6s6575mt7rlLATz31FF/60pd48cUX6e3t5ec//zk33HDDlPf/2c9+xgMPPEBrayuxWIyNGzdy++23s3Xr1lntA1LODNu2beOf/umfcv7ejP7JkZRSAEoWMVM1emiaNisPP3OtXGuMjo7S1taG1+vl0ksvnfZNYr4EoGmuXFZWxpYtW6asXZutl18uERePx9m5cyfBYHBK4TmbyOPJJtc+M6dnmB2BZm2b2eiTr1nybDmVI4DTMXF8mmEYBINBhoeHrUiVOSPavM7Fiu5CBWBCNzgyEsWmKiwvd6HO4jkYDSeJJnTKPdl79zpsDIbijIYTlgCcGAHMFHvhwBiR4DiJWDRrnfVVTv7ulVfh8uQXoTMboczoVjKZtAShWbfp8XgoKyvjxRdfpKWlBcMwZp0CDoVCbNq0iZtvvpnXve51M97/qaee4pprruHf//3fKSsr4zvf+Q6vec1reO6552bdmHHDDTfQ29tLNBrFbrdnvY4VRWFgYACXy3Va1T0WixSAkkVJ5ji3iY0ecyEAJ0YAhRBZxsZNTU0zfvjNtQA093Dw4EHWrFlDQ0PDjGbWs0kBT9z72NgYra2t+P1+WlpaphWep4oAzIeJH5qZtW0HDhwgGo1SUlKSNa5uLiJOi/0azmVqVVXVSR6PpjAxRbfH48kS3fk27RRSA/hC9yiPtvXRNx5HARor3Pz95lpWLy1ODCz1O/A6NIIxnXLPiT2Mx5J4HTaW+FLiLxGPMT48QGh8lE6iOcVezvXrV+Qt/nJhs9kmGYGPjo7S2dnJF77wBbq6ugD4t3/7N6699louv/zyosbCXXfddVx33XV53//ee+/N+vnf//3f+cUvfsH//d//zVoAvuc97yESiUzpY9nQ0MBf/vKX06rusVikAJQsKvIZ5zbbKR7mGqYAMqNegUCACy+8MO/akLmoAZxqD/n4C87VODchBEePHmXfvn2sXLmS5ubmaT/4TzcBOJGJtW2Z4+qOHj2KYRhZViizSWWerhHAmcjVUGKaI3d0dBAOhyc17UxVP5evUD3QH+I7zx4lHNdZ6nNgCEF7f4hvPt3Fx165yhJrhbDU72RLczm/2zuAYQg8To1gKEI4OM41zS6GO3fSExwjEYtxrPcYQgg8Wn7vXU6Pl6XLVxS8p+nI9CDcsWMHzz77LNdeey2xWIzbbruNzs5OLrzwQp544omTWgZh1jJOVW5TCOZ0oalwOBxnvP2LiRSAkkVDvt5+s53ja66t6zojIyO0tbVRUlLCpZdeWpBVyFxEAM1pF5mRt3xrU+aiBlDXdXbv3s3g4CDnn3++FSnI59jFzlyJF7fbjdvtpra2FiFEzlRm5ri6fJ+/xX4NT2YNZy5zZLNGM9P0O1dDSb4p4L8cGmYskmDlkhOCvdmhcWgwzAvdo1y7YWnB+45HI7xmpY3kUIQXD/YwFgnhJsH5tX7O85UzPhSw7isMgVpAV/TyVRvnvbbR7/fj8/l48MEHUVWV7u5uXnjhhZNeA/vlL3+ZYDDITTfddFLPe6YjBaBkUVCIt5+ZAp7NB5Q5Cu6FF17IK9061RqzjQCOj4/T09PDqlWr8ko7Tzx+NhHARCLBX//6VzRNo6WlJe/RX6eKAJwPFEXB7/fj9/tpbGzM8sbr7u5mz549+Hy+rFTmqTqubiGbeExz5JijlDFXDV6RpNQWIzA+ajWUlJWVUVFRkXcE8NhoFLddy7qvWf83GJx+KpAQglgkRCQ4TiQcSP1/MEAykTruknI49/wyxsMu/C4bHvvk51w3jLxrSStqluMrnX00bCaCwWBWB3xDQwMNDQ0zHDW3/OAHP+COO+7gF7/4hRV1l5wcpACULCimt585lzcfY+fZDquPxWLs3r0bIQQXXXQRpaWlhW+c2QnARCJBf38/4XC4oLTzXJ3fjGI1NDSwdu3agiINp5IAnO99TkxlxuNxK128b98+4vF41ri6iVYoZ2oKeCYiCZ0fPt/D9qPjRBIGmqrQUO7iHy9axVlnuQgEAlYUVgjBSy+9RGVlpVXLmevLzLJSF3v6glmPy0i/PsxGDUhFFGORIJFgSuiFg+NEwwH0aWaHq6qKWzFw+6eOnAlhoGoz/53ZHE6WNZ+cObULbQL9ox/9iHe84x385Cc/4eqrr16wfZypSAEoWTAy7V2ALMf26TAjKoUYq5qYpspmjd1sCoGLFWCmuTTAkiVLivajKqYL2DAMDhw4wLFjx/D5fKxfv76o804nrBazqJlvHA4H1dXVVFdXI4QgEolYqcxMK5SKiopZ17HONwspAH+/d4CnD41QU+KktlQjrgs6ByN8729H+cg1K62GkoaGBp544gnWrFlDMBikp6eHffv24Xa7s6xP7HY7LSvKeb5rlCMjUZb6HRgCekfDLHUkWekY58iBfiLBcaLhYEF/V9YVmuG7Rr6RytrmtdhsJ2dqTTgcXhAPTIAf/vCH3HzzzfzoRz/i1a9+9Uk/v0QKQMkCkOntZ37IFPIGlCkA863ZMwyDjo4ODh8+zLp166iurubxxx+flYdYMfOEzWaLFStWoKoqo6OjRZ3bPH8hEa5YLEZrayuJRIKVK1cyPDxc1HnziQCeySLQRFEUqyDdtEIxI1fHjx8nEomwb98+lixZYtUQLqZxdQs1YSOeNHju8CglLpvlree0KdRXuOgajtB+PMRZtakvbqZQq6iooLq6GshuKOns7GTXrl2ptL3Py6vqdZ7cP0B/5xhqPESdU+fylRWE+0YIF7lf1WbDmCY6aCIMgapMfz39FUsoX1pb5E4Kx0wBz8U6Bw8etH7u7OyktbWViooKGhoa+PjHP05PTw/f/e53gVTa961vfStf/epXufjii+nr6wNS9bbFZmQkhSMFoOSkMrHRo1Dxl3lMvuIrGo3S1tZGPB635uiax862iSOZxxs/ZM8TNpsturu756yLeCaGh4dpa2ujoqKCzZs3c/z48XkfI7fQLDYRmmna29zczLPPPktNTQ3JZDJLqOTT+XoyKCQC2DsW5a+HR+kcDFPqtnF+fSmblpcU5bEXSehEEwZue7ZYcmgKuiEIxU/8zZmvw0yharPZ8Hvd2EQCn10wPmow0NdN34FhgsEgGxNJ4m4XviVe6qtK8XmKb3hQVRU9mSSfR6nP8GVT1TTqVm4oei/FEAqF5mQKyAsvvMBVV11l/fzBD34QgLe+9a089NBD9Pb2WhFwgP/4j/8gmUxy6623cuutt1q3m/eXnBykAJScNAzDYGhoiN7eXtasWTOrD+h8O4EHBgbYsWMHS5cuZfPmzVlzdIFZpeHy3UMgEKC1tRWn05k1T3guuohnEmKZ3oJr166lvr7eEtBzYSEjKR5FUaz6QEhFaM36QXOUmtnoUF5ejs/nO6miNl8B2D0c4b+fO0rfWAyvU6NrOMKuYwGuGa/iVRsLL+r3u2zUlDg5NBii1H0iIjoeTeJ12lhWcqK+LxGPEwsHGOo7QiwcIhJKp3An/F37fV78Pq/V+T42NkowGKL78GGEEJYxuN/vS/995nGdhQBl6nsKIRACBAIEJPUkujCIJ3UQAkF2jWp1YxMJXSEeCp84VgjsNg2vZ/pxbsUyVzWAV1555bTvCRNF3RNPPDHrc0pmjxSAknkn09svEonQ39/P2rWzK3KeyQzarHXr7u5mw4YN1NXVZf1eUZR5HeVm0tPTw549e2hqamLVqlXZHYjzPEs4mUyyc+dOxsbGJnkLzsZEeqbz6rrOoUOHAKisrJy3GbD5cCoJVbPztaamxhqlNjw8zPDwMJ2dnZZhtdlQkm/Xdj6kBEfqWhmGQCBIJJIkdZ1YPFWqIUiJEtL3FQIMYfCbncc4MjBGc6UbRdHBAUPBOI/tOEKzX6HKZ88SO5nCKFPoZIqiDWU6eztH2TU6RInLTjShEw5H2FRtp6d9jEPhIJFwiFBgnEOdnUTDwfTa6ceTFl3mnkX6l6pmI5lMpF7DuFB9TqLRKD2jEcLHhohGoiiqisvlwu324HK70DRbakVxYn0QqKqGriet9VUFdENM+Zrr6RmiLyRwu8Yn/c7p9jDqGGd/365Jvztn7cpFLwAlpyZSAErmlYkpX7vdPifF79PV34XDYdra2jAMgy1btkyZ4phLI+eJ6LrOnj176O/v59xzz7X8zeby/NMdHwgE2L59O263O6e34HxFACORCNu3bwdSDRHd3d3zIlzMOtLUf+cQE0A0FicaTxCORKcUHZk/Y4qGDCEypVhJnzj7ftk/Kyjo1vOTcc70/Tp7jmPY3JQMjll7wdyGdT+BsLnxlDuJhMN0HD3O9r0HCQVDOJyOdNTKn55OouXchyXaOCHABoIxBoIJkkmdpX4HlV7HJJHe399PNBplIJiY8nlIJA2e2X4MgGNBO6qmYugGAkHvWIzHnYGCp2wIw8CIRTjLOcyeI4P0B0PYjBjLS+yUOD3s2HFin/FEgpFQjP6RwDQrplEU6zmb+HXE5nBT4nDjL4VYLEo0GqV/aJh4PI7NZsPtcuNyu3C7XCmnAlVDJCdYxyjTf6kSQqCSIwWsKFQuy21DVVlWQk3V/NnBzFUKWHJqIgWgZN7I5e03F2PcYOr06/Hjx9m5cyfLli1j3bp109ZQzXYvU+0hGAzS2tqKzWbj0ksvnVLwzDaVOpUAnS7qOBfnnurYwcFB2traqKmpYdWqVdZ9AoEAQ0NDHDl6lF8+9gSazW6JFq/Xi5KORp6IEGEJlsli7cT57DaNRHLq529kZIThoSFC+sx1dIqCqf/mBE1V0HUjvXBuBobHcHqHCUan96ADUFUFYQjcvhLcvhJ0XScYDBIKBjk+MEQ8FsPtduNLX1eP242So95MCMGOnnF29waJJg0QAqddZUONn3OXl2S/VoSYMRGqqqCikDQEipoSf+lDQYGZXE+S8RjxWIR4NEI8FiEWjZCMx0AIfEDLMhuhmBOb4p5yrXzrDBVFRQgdbZovTooCLpcLl8tFWVkZhjCIRmNEIhFGR0fpj8dxOhx4PF6cTgculyv1vqaqGWI/N4YwUNTJey2pWIrTPVkkq4rCuhXz68kXDAbnZPqG5NRECkDJnJPp7Wd2EpofLHMpADPXMQyDffv2cezYMc466yxqampmXGM+InC9vb3s2rWLhoYGVq9ePX3R9xzXABqGwd69e+nr65sy6mhSjIVM5rGZ5xVC0NnZSUdHB+vXr2f58uVZc5zNxoe40Khv1AmGQgSDAfqO95NIJPB4vfh9PvwlJdYH6kxoqjqt+DP3mS+aqpGcM1sWgUCdVvwVtJoQKIqKkSFPNU2zriukauECwSDBYJCuw4cxhMDr9eL3+/B5fTjT17V3LMaOngBup40Kb6q+LhjV2XUswBKfg/ryE6lGATM+Bk1VaV7iYfuRcbxOHbuqIBAMheKUOG3UpOv1DF0nHosSj4ZJpIVeIhbF0Kfx1tNUEskkzmlUpDCMvMr1VM2GoSfTmQMj76dGVVQ8bjced+q66LpOPJ4gFA4SHAqQ1HVcTmc6ZezG4XBOubYwJtdU2uwOyquW5bx/Y131vKV+TSKRiIwAnsFIASiZUwzDIJlMTjnOzYyazdZjLFM8hUIh2traAGhpaZl2DuTENWYjRjP3kClAN23alJej/VymoCORCK2trQghaGlpwe2e/oNjrmoAM+sMpzPVHh4bp7u3H81mOyFc6lKND8FAgEAwSP/AAKqipKJYPh8+vz+3LUpmGnYG8rmfTVPnUPyB3WabUZya5Ot7eXQ4TDCm47SpLCtxYrdliyK7w2Gl2IUQRKNRgsEggfEAvb19aJqG3+ejI6AS0w2qHCeO97k0ArEEPaPRbAGYp2/dObV+RqM6XUNhhGEgjAReJclZlQ4CfYcZiqWjegWQ7u1FYfq/DyFSkb3pSEUmk1ZafDa63Ga3o9k03O6UsE0kkiQSUYKhCOPj4yDA5U5FEF1uN46M169IbTZrvcpl9TnHw7mcDlbUz78dTDAYzPv9UnL6IQWgZE7I19sv08Mv37FIuTAjgL29vezevZu6urqCJ1rMdqawKeDC4TCtra0oilKwAJ2LCKDZ6VxTU8P69evzugZzkQIOBoNs374dl8s17QxjXdfZc+Bwzt85nU6cTieVS5YgDINwJGKljI8ePYrT6UynNX14vT5UVcVunz71WxAiVbg/V6RG7CXziv7lc9ZowuC5ziGOjUVTUyuU1NSKixvLKPfmvt6Koljzi6uqqhCGQSgcJhgIMDI2SnA8yVAyVUPocDhw2B2oikIimb0jwfQPQ0/EicWi6PEo53gDVITHGQ9HUDWDKq8DX1IjnEdpXi4cdjuJxNS1hyf2aEwbABQZ/2vLI007EwpKVhmC02HHbrPh8aSiaPF4nEg0QiQSYWRkBFVTcTlduNKCUcsQq97Scjz+spznWdtcf1IsgGQN4JmNFICSWTNxnNt03n5zJQBVVeXo0aOEw2HOOeecomZIzoUAi8fjPPPMM9TW1rJu3bqTPlJtZGSEo0eP5ux0nq9zm3OEn332WRoaGma09DnY1UM4OnMESFFVvF5vqiuxpgY9mUxFsYJBeo72kEgk8Pt9eDzevNLF+QR6bLa5TP2mo8oFXNeZ9rjneJDukQhVfgcOTUU3BP2BGC8eGeOqNUvQctSUTTqHqlo2J5scZQzvG8DlEOjJBOPjARJJnaBhw14G4ZATd7p+0Gpk0ZMkotFUrV66Xs9M36a6X1WEMKj22ahyFe+pZ6KqGrF4PL/aPkHOWkcTLW3SrCjKrMXfRMNnK6KXsU2HIyWqS0tKEeJEQ0kgkOpSPtZ7DLfbg8frpXZF7tRvZVkJ1UtOTl1eOByWAvAMRgpAyawwo366rlvWKtMxF/575hxbm82WV7pzur0Uuw/DMDh69CjRaJRzzz03r5rDXOcvVoDG43GOHz9OIpGwzK1PxrkLfdwj4wG6jh0v+DyQ+vAuLSujtKwMIQSxWIxIOMTYeCD/dPF066drzObKosZsSglEk/SORQnHdXwuG7UlTjzOyW+1MwnwpICuwTAlbhuOdB2cpipU+hwMBuMMh+JUTTN7djIKy0ud1Fe4OToSwWl3odpc6LEk9S6osCU40L6PRCKG06YRi4ZBGERH+qaMBNq1lIBWVA09kZx92aOioCj5N3YY01xDRdUswaaoCkKfRcNVOo2ciV3TSE7zN5TZUOL3+zly5AgVFRVEY1ESaLQfOGD9zufz4vX6sGka61c2Fr3PQpERwDMbKQAlRZHp7ZfZ5TsTs+kEFkLQ09PD3r178Xg8VFVVFS3+oPgUsFlvl0gkcDgcRYk/KF6EjY6O0traiqZpLFmypKh5xsVEAOPxOG1tbYRCIVwu14yPW9d1du/vLHhvuVAUBb/Pi8vloryiMq908bQIkbMofxY7JKnrHA/EeLFrlEBMR1MUDCE45LFzYWMp5Z7cKducqykQjSXRhcAx4UuVTVXQhSBZYOrapqmA4LIV5bQfExzuH0EkYjS6ocYDWiyBzQFxIBINEQoG0JNJQqEg7nSTg8vlTq+T2mQy3ekshD5r8ScEOGwaiTyn66SOmeI5VBSESP1tqRndycXuS52Q+lUAXeS/ZiiW5FhYITwuqKlcytnnnG2NBgxmRLhXNdVzvK+XioqKtLXP/I3iE0JIAXiGIwWgpGAmevvlK/5MihGAyWSSPXv2MDg4yLnnnsvg4OCs0rdQnAAz6+2qq6upra2ltbX1pJ1fCMGRI0dob29n1apVGIZBMBgs6tyFCsCxsTG2b99OaWkpGzZsYO/evTOun2/qNx9URSGZUfeXT7rY6XSS1HUikcikdLHNZstK/eqGQSxh4LCpJwROAdg0hVhCZ/exAOGEQW2JMy1CBH3jMfb2BdnSXD7572SqUglVw20XlLpsDIXiuO0n6sEC0SQeu41S1/Rv38IwSMSixGNRDD1OJBwiHo2STMQoNQTnlWgII30NjBPbMesyk+noqNvtJhKNMjY2xsDAAA6HA5fbjdfjxmF3otlsJ9aZBZrNVpD4Sz3I3I00KdGnAwpGAUIt9760SZNF1ALqCbtHIvzt8CiRmIItPE5rpIKDeh83bqqhvLyc8vLytEcgrG1cxvj4GEePHsUwjKxJMF6vd84N1aUAPLORAlBSEIZhEI/HC4r6TaRQATg+Pk5bWxtOp5OWlhZcLhfDw8OztpMpJAWcOVlk48aN1NbWEggEZt1FbJkGz3AdzVnCw8PDbN68mYqKCjo7O0/KPN+jR4+yd+9eVq5cSXNzM6OjozMeOzIWoPvY8Wnrs/JHzGiyOzFdHI/H6e/vZ3xsjI6Ojqx0cWlpKcl0/ZZhCLqGw3QPR4kkdBw2lcYKN02Vnrzq6yCVCkzoOqORBKORBBUeuyXsFEWhzGNnMBgnFEulhE88rNyPx0xNa6rCuhofzx0epXc8isdhI5Y0EIZg03K/lVbOFHqpOr0oiViEZCJumUKrE55v1WZDTGPBktqeQFO1EzYo5eUkdYNoNHWO/oFBEAKH3WGZJE9ngzIdiqrN2PGbc4+k6hSz1tJOCDZNU9BnnfrNIf70/OxnQnGdF7rHSOoGLg3clUuJudzs7QuyrGSUl61O1fopisI561ama//qrSarkZERhoaG6OjowGazWYKxvLx8VtkPE1kDeGYjBaAkL8xGj3g8btX6FfttNF8BmBnxam5uZuXKlVl+gvH4zAa6M+0jHwEVjUZpa2sjkUhkTRaZCxsXmHnmqmksbbfbaWlpyZolPJtGjpn2bhgGe/bs4fjx45x//vlUVlZav5tpFNzug3OT+oXCbFUg9dicTiclJSVEo1FWrVyZlS7uOdaDw+7A5/czlLBzaDSJ067hdmjEkilPvKQhWFs98wejomDVgQlhjYfNvg+pPtRcV2zS855exLy9vtyNTVU42B9iOBynwq6z3K9SrQbo6x7IEnpTYZvw96aq2oziL2vzWWup+Lw+8HqpWKKRiMWIRMNEIlHGRsdSdW9ut+WLZ8+z0UtTUlNFCn1LEWLCMRmpX0VRSBaxZkw3SCQNXHYN+4QvAdZIu2nXTNdCK3AsECGWBI9TI5FUwVuJU9GIJgxae8a5fFUqKjyx8UNRFMssvaGhAcMwGB8fZ3h4mN7eXtrb21PlEBmCcKou/KkwDEOOgjvDkQJQMiNmynf37t0oisK6detmlYrIR3iZ5xsZGZkkPsw1TkYEcHBwkB07drBkyRI2b96c1blcSARvqvMDVjQ1F319fezatYv6+vpJxtKzMXOeSTxO5ys407EHu3oIR+Yo9atOtlWJJw2Oj8cYCsfRFIUqv5Mqn2PKiF1muthWV5fyHgwGGR4PsKt7hETSoNzrxOZy4XY5UR0a3cMRGivcuOzTW3FkGkiXue2UumyMRBJU+dLNGUIwGk5QU+rC58xeK9c1tNlsxOIxEtEoiXgqqqfEozQRpc4eTwnEMIyF871+Ksnkifo8RU1Fx/J6uU7xutZUBV0oYOjY7Tbs9hJK/CUYAuLxGNFIhGAoyNDwMHZNSwlCtxu3y4WW43WuaBq6UbhQS2/RijILQXrKR+r5UFBQlPy/ICV0g129qa5r3RC47HbWVrlZWXXC1smuqpbgV8wvwUrqbBgCgZGelayDgERCRxEGilAQvipQNOsaxhLpEhpFmbHxQ1VVysrKrHneyWSS0dFRRkZG6OrqYvfu3fh8PmvkYllZ2Yw2MuFwGCFEUTXEktMDKQAl05I5zs1ms5FIJGZdh6JpmmUZk4uxsTFaW1vxer1ZEa9MZht9m2kNIQQdHR10dnayfv166urqJj1u8w3WMIyiPLsyBeBEDMOgvb2dnp4ezj77bKqrq3MeP5sIIOSOPg4NDdHW1sbSpUtZv359zsc21XlHxwMc7ukrak+5z6Fkib9Y0mDXsXH6xmM4NBVDQM9YlMZyN+tqfNO+NlVFQdd1K12sOH2UjDvwaKAn48SiUcbGx1P2HYqD3lJYXlU2ZXexpipZdYQ2TWX9Mh8vHRmndyyKTVNI6AYlLjvraybXb+l6kkhonHgkQCIaRU/EiEbC6BOjc4KUWXDRz7X5/wpMjJhNg2ByhFJVFZKGkRJdE7ajKqSmYjidlFGGYaTHqEVTY9QG4nGcDmdKDLpdOJ0ubDYbijAKss7J2mPGuDrNZrM6dfMZzTaR57vHOTISwaGp2FWVcCzO9qNxFFVl1VKv9YVLVVPNPQhjxqek3GNHVRXimhvhSAktgSCa0NmwzI+iKDTW1eBxFzYf22azsWTJEpYsWQKkGrRGRkYYHh6mvb2dWCxGSUmJVT9YUlIy6UtmKBQCkCngMxgpACU5mejtp6oqmqYRjUZnvfZU0TshBF1dXRw4cMCqN5vOT3C2EcCphGgsFmPHjh1EIpFpLVYyBdxcCsBoNEprayu6rrNly5YpUzSzEcG5BKAQgsOHD3Pw4EHWrVtHfX39tPueiGEY7Nx/KKc4DMeSDIbiRBMGbrvGEp8Dt2P6a+awT079Hh+P0TceY6nPaUX8okmdI6NRqkucVEwwRz4xXzg9qzZjbw6bkvLWU8Hv9+H3+xCGYCwchVCU4Ngoewd7ceUwo55qbnBdmRuPXePoaJRQXKfEqVHtVXGJCCMDwyTiMRKxKIlYlOFjnTiMiJW6m+r5VDTNimoVQpYIShUCQkFNRxN+Tv+/qmp5NX2oqorH48aTHmeWasiJEo1GGBgYQBgCZzrqmpqa4Sg4CmikO6EzbVoEFCwoR8I6x8YTuJx2a/Sc3aYSjCXY3x+gqcKF06aSNNPLea5bU+KkptRJh74EJSkwYkmiCR2v08aW5vL0xI/cfoCF4HA4qK6utr4oRiIRhoeHLZ9Qs6HETBd7vV7C4TA2my3nF+xCeOqpp/jSl77Eiy++SG9vLz//+c+54YYbpj3miSee4IMf/CC7d++mvr6ef/3Xf2Xbtm2z2oekcKQAlEzC9PYzP4zMD/yZInf5kisFHI/H2bVrF+Pj41xwwQWUl5dPu8Zsx7hNtcbw8DBtbW2Ul5dz3nnnTWtWPV0ELx9Mw+zM483o25IlS9i4ceO0wnK2Zs5wIv2cTCbZtWsXo6OjXHjhhVaqaSpyPeaDXUcJhdNfENLNBwowEorT3h8kGNOxpVNoveM21lX7KXHnvr7KhK5fk/5gDKdNzUr3umwaY+EEY9HkJAFokktMuuwadWUu2o8H0RQFtz01Ji2cVFhdt4Szl5dM7i5OJvF6PZSXluHyeKzuYj2ZTAm7RBQRi1KlxyjTYyRHY4yNGIzl2FPmU2fLSC1moqrFiT+zNlFJn0ezaYiC/15EltDR1NR848LXSWHTNPw+L36fFyEgqSeJRSOEQmFGR8dQVHC73FaE0KZN/bc3FE7QMRCidySMqghWiyArK93YNSWdBs6+lkKkopepdLFZlZmqIRRCEIjGMfQkTnvqnIpIPUanphKJGyR0gyKaw1EV2Lp5LS8OwM5jIdR0Y8+lKypoqHCzbkXDvEz8cLvd1NXVUVdXl9VQMjIywlNPPcUnPvEJ1q5di81mo6urixUrVhR9rlAoxKZNm7j55pt53eteN+P9Ozs7efWrX8273vUuHn74Yf74xz/yjne8g2XLlrF169ai9yEpHCkAJRaZ49xydfnabLZZiy6YLCRHRkZoa2ujpKRk2pFiE9eYbQo4cw0hBJ2dnXR0dLB27Vrq6+tnTHVniqhiMQVg5vnXrVvH8uXLZzz/bCKApng1PxxaW1txOBx5Xf9c+xoLBOk8Ojn1qxuCzqEw0YRBdYZp8UAwTtdwmLNq/ZPWE0KgaWrO7k0NyGV/J1CY+PlsrjuVmARYXeUlYQh6R6OMR5M4NJWmilQ6GbK7iw3DIBwKMDYyzNEjhwiOj2PoCRw2DWfaGsWmaSmxoeUXJVMUBSWdVp30uyLFH5yYzgGpv9uJJsZ5kTG7VlEUDKEgDD3v6Nd0aDYbmqZit9nw+fzpqRkxIhnNOjabLe09mOowNl+zQ+EEz3WOEo4n0TBICI1dx8YYDcfZ0lyBgYKq2Tgh8gQYBgIx5XPitKuoSur1qikn7pM0BDZVmTR7Of/HaWdpTR0XO4fZWGZQ39BofXlZUl7K0srpv+jOBRMbStatW8fSpUv53ve+x0svvWS9373iFa9g69atvOENbyho/euuu47rrrsu7/s/+OCDNDc3c/fddwOwfv16nn76ab7yla9IAXiSkQJQAuTn7TcXaVdznYmiZ/Xq1TQ2NuZdXzhXTSCmrc3OnTsJBoNcdNFFlJaW5nW82Q0923FyiUSC7du3EwgECj7/bCOA/f397N27N2eTyXTHZj5mwzDY2Z479RuK6QRiOqWu7Dq6EpeN0UiSSFyfNCUjV7TOZGmJk77xOHHdsKZjBGM6TlvKbiUX00WL7TaVTXUlrKj0EEnouGwaHptBMhZifDzViGGmbc1uW1VR8NpVPBWlxGJxS7QMDg5it6fmwrpczhlH1ZkCRUVBn5BQVvJMs+YiM/WrqBp6srgJHUZ6GHDqMaszzt2daa2EYWBPl5LoejJr2kdqaoYTl8tJebp+MBKNEo1EGRkZYSCZxOl04HK6aR82CCVSjTspJwAFVdPoHYvRH4xS5XNM/pIww8arfE7KPXYGwzo+BTRFIa4bJHTBmmovWpEPvLx6OaqmYeipL9Sm+FMVhXUrGopbdJY4nU5e+cpXoqoqe/bs4cUXX+TPf/4zf/zjH/m///u/ggVgoTz77LNcffXVWbdt3bqV2267bV7PK5mMFICSrHFu09m7zGUKOB6P88ILLxAOhwsSPZlrzIUAjMViPPPMM1b0sdBxYnPRjNLa2kpJSQlbtmwpyMphNl3AJnv27OHss88uaJrJxNdHR3cPwXBkVvs4sXaqc3KqD+yaEicjFQmOjsYQhoEAHDaVlUs8lOQwRjYbPyai60mS8RiJWIxEIkYiHiMZjzEcizA4zevKpp3o+lUUxRItUIau68TjCUKhIINDQQxdx+l04vZ4Uh55dsekx6Wpk2fUKooKRZsXK1ado6KoiHw7fnOS8tjTNC2VDC5mdKCAruEIh4fCRJKp+s+mCjcrq7zTvnZVVcPv8+P3+UFJdb2Gw2Ei4TB9oxEUAfFIEoOUOLXbNcKkOq6rfIXZoaTOBxevqOC5Q8OMRhLoBtg1heYlHtYsLc4mxeXx4yutSF+H7GarpuXLCm78mGtMCxi/38+rXvUqXvWqV52U8/b19U1qaquurmZ8fJxIJDIn/oaS/JACUIJhGDOKP5i7FHAsFqOvr4+lS5cWJbpg9sJLCMHw8DDj4+OsW7euoOjjXO3j6NGjJJNJampq2LhxY8HnL7YL2BzpBnDeeedZnYT5YkYehRCMB0McOtI75X29Tg2/U2MsmqAyoz5vPJqkKkcjiKaeKLTPhaaqrK/xU+13Mh5NRZHKPHbK3LYcnnoGsViE4NhwSuxl/DOSiezHlEe6VTFHn02B3e5A0zTcblfKAiSZJBoJE4lGGR0ZRVUVyx/P5XYDAt0QqJmXQAEQRUd2bVY6WZnYQF0wVoetqiKK/OJ3cDDE3r4gKgp2TSEYM9jRO05cN1hb7UNRzPec9OMVYKStVIx0HR7p+j2fz4vP66VkaJBALIFq19BjUXR0wuEkCV0lGY+hJ11otgLr6gSUOG28Yu0SBoIxYslU93a5xz7tvOEpURQqapafWF4IywLH7XLSvLy48ZFzSTAYlB6AZzhSAEqsDt+ZmG3UTQjBwYMH6e3txe/3s2nTpnk3k85FIpFg165dDA8P4/F4aGpqKmodKE4A6rrO3r17OX78OA6Hg2XLlp008WmOdCspKQHA4/HMcMRkMmsfp0r9mmiqQnOlh/b+IMcDMavZocRlo7HCk/W47TYtL8NnTU17//mdqSkY8RiRYCg1ASMdyUvEooRDAYaHhvEoiSnXEgLUHKO+Jt9PpAV37us9qVlDwfLI85eUIISwatzGx1PpYlVVGBsbw+f14nS5SBkIF5/6NS1aEKBoKhSxjhAwGk11qgbjggqbhlGk+IslDQ4NRrBpGj6nDVBwCYNwXOHwUJjmSjcOmyjM3UaBxko3bT2ppLmmaSiKSlQHl13gElGOHB3HYXfgdrtSHoROF8oMU11MCxlFgaXpWtVirGRM/OVVOFwn/rYMQ0dNK/21zfXz0vhRKAtlAl1TU8Px48ezbjt+/DglJSUy+neSkQJQkjezEV3RaJQdO3YQi8Vobm4mEAjMyk/QrOsq1ITZ9Bj0+Xxs2LCBgwcPFr0Hcx+FiLBwOExrayuKotDS0sILL7wwqzq+Qo7t6elhz549rFixghUrVvDYY48VdW7zeh/sOppX6rfc6+Cc2pJpbWAURZlS/Bm6TjIRy4riJeNxkskEiVju82uaalmETIUQ2WPDpsOWNivOharaMIzpRVIqXexKT28ABUHn4S6EEAwMDaEnk3i83lTK2OXGYbfn7zXCiSkkkBK0xXTqRpMGu44FGAjGSeoGekIwmAxwfqMD1xRNEAKzoUixRJYwUnNPgvEkiWTK8oS0b56mKrhsEIoZBGM6FUU0VzRXehiN6PSMRojFBaoq8LrsbKrzU1fmwtANotEokUiEocEh9HQqPjWuzp2yPcm4toqiTH4NCKW4yB+ganbKq7KtXQxDYLOpVFWcnMaPfFioOcBbtmzh17/+ddZtjz32GFu2bDnpeznTkQJQkreAMlPAhYqugYEBduzYQVVVFeeffz7Hjx9ndHS0yN2mML9B57uXzLFypsfgyMjIvJpJT6S/v58dO3ZQW1vLunXrUFV11p28+RxrGAZ79+6lr68vK+VbbBOJoiiEozEOHemd+tpPuN3jtNHgnPrtRhg60UgkS+glzX/6hAheust2OuGmzyT+SK+RT5RMmVynZ/1K1WYUf7nOrSgp4VNeXo5Ns5E0DMKhIJFIxEoXpzpg3bjcLmwzRIzsNpWkbqCqM8/4zbknAXv7ghwbi+J32rA5bYwFkxwPJtl7PMh59eWpLmtVSU+6SI9hQ1hRUTHhUjq1lBBPGgaapqYtaUTqZ1XFUWRnhcNh44L6EpoqXHT1DeJ1uWiqLsPtSF1TVVPxeD14vKkIXCKRJBqNEI1EGR8bB0hfWycutwenw5Ga4JGBpk39nM9EedWyVBe4WYtJSmBqmsra5oVp/MjFXEUAg8Fg1hfpzs5OWltbqaiooKGhgY9//OP09PTw3e9+F4B3vetd3H///XzkIx/h5ptv5vHHH+eRRx7hV7/61az3IikMKQAleWOKLl3Xp/XHMzEMgwMHDtDd3c2GDRuoq6uz1pkLE2dzLzN1rpoedyMjI2zevJmKilRh9nxPEzERQnDgwAG6uro466yzWLbsRHRgtmbOMwm4aDTK9u3bEUKwZcuWrJRvsQJQCMHhYwOsK61CySFMDMPgyJFuIuEIPr+fEr8ft9uNoqokohFikVAqkpcWe0YiTiKZTAsj8ySQipOJjEkW6d+pqa5K8zaRvq+JpoIu0hYrwjxesdYXRmpqh2GItBejeb4MlPS5zZXTgs26mxCWgDxhqWPeWaSv7YldWY/tRKkbqqqgqQo2ux3N0HGWlVFeXoYwBNFYeqRacJzh4UGcdgcujxuPy40z3V0cjCU5OhJlIBTHqSnUlnupLVXTtbwnTqykH4u5RyX7IiMMCOsGA+EkfrcTp92Gohg4beDUNIaCcaLxBD6X7URdoAIi7WOZ+RLKXLnUY6fK5+DoWAK7ZqApCkkDwnGD5WUuStx2UpPUFOu6mmspCunrr2S60aRfYCmboJpSF0Q0vB4nXqdmnd183szH6nTYcTrslJaUgBDEY3FCkQjhcDgltjUNl8uJ2+3G7Xaj2U7YQ2W+NFJ7ST2pIvPnjNeh0+3FV74k9duMPQugYdnSBW/8yGSuIoAvvPACV111lfXzBz/4QQDe+ta38tBDD9Hb20t3d7f1++bmZn71q1/xgQ98gK9+9assX76c//qv/5IWMAuAFICSvClEAEYiEdra2kgmk2zZsiXrjWauOnjNvUzXRBIIBNi+fTtut3vSWLmTMU/YnCoSjUYnXQfz+PmKAA4PD9Pa2kpVVRUbNmyYVHdU7LkPHTlGNJ4ARUnPWz0xcSOeiNPR0YGCSll5OaFQiM7BQYCUZ1t4FLfLiabZslOcyoSMpymkMm4SRrrWLuN6nxAfwnpMZuRGpM2oU/dJ/d4wUpG/ZM41Mk82cb2JNi0qelJPC6uM34lJ/zHhOAVDTz0uw0hJlWRyco2iw+HA4XBQUlqKoRtEohEikQh9gQEMXUfXnHSOK0SSAo/TTlAIBoIjjITcbKj2ZQsmAWgKCukonClrhGI1XERiCZJJHZcTQMdIGgjdwG6DiC6IxHVc9sLTtWfVlpBIjjIcTqQaXhRY6nOwcZk/PU5tims18TqmL7OqalZziIqCrqc6wVPpWjHp8Jzzlp0OSp0OyihDCEEkGiEaiTA6OsbAwAAupwOnMxV5zawfFJxQ9OYtmddZUaByWW7/ULum0li78I0fmYRCoYIbwHJx5ZVXTvtF8qGHHsp5zPbt22d9bsnskAJQknc61+wSTiaT044POn78OLt27aKmpoZ169ZNEh5zJbyms0ERQtDT08PevXtpbm5m5cqVOeaazm8EcGRkhNbW1mmniszGymWqCF7mSL3pTK2LiQCOB0Mc7kkVcJtm4eYSgUCAzkOHKCsvZ3ldHUldZ8mSJQghON7TRW93B9FIhKHBODa7DY/bjdfjxe5wzFikj5i5U1cw4QN/YlOwKCDtmyZXGlBRFEQRz1kwmmQonCChG3gcNnShYBiCmawXVU3F6/Wm0nUCEskEO46OEojF8GkGejSOw+nEUFV6RmMsL/dQ5ja/FInUXg2BmOQ2eAKPU8OpKUQSOiWqakW5YrrAqal4nMU0LSh4HCqXNJczEo4Tiuu47RqVXseMjzn3dZjcaJMd0Sxwd2qqUcbjduNJNx8IIQiFwkSjEQYHh1JWPi4Xbneqe9s+zbg6f9kSnO7cKdX6miXY7Yvr4zYUCtHc3LzQ25AsIIvrFSlZ9ExnBWMYBu3t7fT09LBx48asVGcmc2konWudZDLJnj17GBwcnNbmxBRvhdY0TtzD5LFTJwTYTAbXxVq5ZB6buf/MdPdMI90KFYBm16+JdawQ9A8McOzYMZYvX26JPtL1osN9R4mMD6X2UlZmFenH41H6BwYyPmTd6Q/ZCQ0QZuRnBuFmm6FrU7PZ0Auoj0tNI5no0Vfc6+T4eIwDA2HCcdOUWUGNK9QkDWwzWJakhKsZwVNQNI2Q4aDUZ8NjVzEMnUQ8jpGMEYjqHDoSobHSi9vtwul0ZRkuT4VTU1le7ubgUITxaAKHphLRBRqClVVunEU0a6TqNJPYbSqVPgeVBa9wgtQXpRPPv6Yo6IY4kZIudG9K7m5rVUnbzaTH1SUSCaKxVP3g6OhY2rDanbbycWFPf6lTNRtlS+tynquqopRkiEXR+ZtJOBwuygVAcvogBaAEyF8MTCW6zO5WSHV5TVdcPJ8C0BxrZrfbaWlpweWauubGfEM2DKPoN+eJEcBMAZbvTOPZRADhRCNMKBRi+/bt1mOfach7odHHju5jBELhEx+46dGB3d3dBAIBVq9enfW8CyEY7OkkFBjNWseMaHm8XsrKKkgkEifScCMjqGkvPbc7NWtXs9lnFH9qDkPlrMeqaoWJP0VhOBhnLJLAEFDitlGerlkrVLDHkgYHB8IkdMPyQtQFHAsJjoxGWFdjR1E167pm/i0KkUrRZkbwhACbYqCLVNOHogg0tys1Tk2J4/c5MIykFcFyuVzp+brp7uIpWFtTgk1RODIaJZ7UsSuwssrNyiWFNwqoaso+JvW8FPcFJxNFURHCNOBOXT9Ip2Vnih5PxKrVzGai7YuigMNhx+GwU+IvSV3fuFmbaY6r03C5PSyrzz1LV1UU1q5oZEfr9rym7JxMgsHggnQBzzWz+QJ/piMFoKQgck0D6e3tZffu3dTV1bF27doZ3+iKtXDJtU6mgDl27Bi7d++msbGRVatW5bUPmJ0AzBRRwWCQ7du343Q68xJguR5DIWTuf3BwkB07drB8+XLWrFmT90i3fMVMIBjm0JFj5oEAxOJxjnZ0oKgq69auxZ4xxUTXkxzvOkAsGsq5nmZ61ilgd9ixO+yUlJQgDEEslrLwGB0dJZ5I4nDYcbvcuD1unA7npBTciRqwHAiBqhUW+QNB53CE7uEIibTSUBWFmlIXq6vceUXUMhkNJ4gkRWpUnaKgKCqaoePQFAZDSQwDtIz0bI5+lEk/15a52NsXwplMYtNS+dpANInHYaOusgR3ul4vkUgQiUSIRE1xrVoRLLfLjZYep6eoGqoiWLnUQ9MSD/GkwfHeoyyrdBWVrjVE6rm1ujFmwcSOb005YRYujFSjSEHr5bDJUZi561dRwOV04nI6KUvPho5GYyR0g2Asye49e/C43fh8Pnx+P16Ph+am5XhcTqtcYjERDofx+/0LvY2iMT8/zPfgffv2MT6e6vL2+/1UVlZSUVFR0HSlMw0pACUFkZkC1nWdffv20dfXx9lnnz1pvM90a8DshBeciABmGiufe+65VFVV5XV8vo0kM+3BMAx6e3vZtWsXjY2NrF69uqC6ytlGAA8ePMiRI0cmdRjnc+58BKBhGOxo75h030MdHZSVl0+qMUzG4/R27ScWDkGOzzwtbQad8zGpSjpa5QFFOSFgIhECx1Nv7mY0y+V2YddsaKpKQjcYDsUZCiUwREps+VQBBUb+AIIxg+7hCDZVwZ/ufE0Khd7RCGUujeqSE8JeSQs6s4kl8xKZ0TstbSCd6khWwUiCIVBMO5WpQlJTocDyUhej4ST9gag199Zl01hT7bXEH4DdbsduT4trQVpcp+xQBgYGcDocuNxufF4vdrsdRVXQVHA7VFSluJS3ma6fjZHyiYeqWB3fqbXT01gm+PjlvZ6iTBJ/KZNvpWCdqqoqHo+bmqa1uDw+EokEwUCAQDBId3c3NlWhyu+gG51kMrnoBOBCGUHPBab4O3ToEI888gg7d+5kYGCAQCBAOBxG0zSWL1/ORRddxGtf+1rOOuusRXf9FwNSAEqAwlPAZqrVZrPR0tJSkIN7pvCajQBUVZVwOMz+/ftRVbWofcx2nq6iKPT39xMOh9m0aRNLly4t+Phiz28K8ePHj3PJJZcU/G0+3+f80JFeAqFw6od0vR9A1dKlkwRnPBqmr+sgiUR8inOS9XhjCYOkYeCwadjTvnAp2xIFDAObpuH3+fD7fFkpuEAwwODQEE67HYfTSX9MYyhioKYjAoPBOH6XRmmB0zBURWEwGCOuC/wue9quRcOpQFgzGI4YLCvTUqLNMNKeeKlzTNH3i9eh4bSphBICn+PEfWMGNHhs2ApMYaqKisOhsKnOz1DISSCWxKYqVHodeB1T/z2l6tdMM+oy9HR3cSweo3+gHz2pZ4+qm2Cvk9feMmo1ZzLizgdFU08INrPRN9NeRRgFjbvLTCWb2DUbySKnr3hLK3B5UmlUu91OeUUF5RUVCCFY21SHKnRGRkZIJpPs2LGDiooK618+GYL5ItXssjBG0HOBoijcf//9/PKXv8Rms7F06VJe+cpXUlNTg9PpZHx8nD179vA///M/fOUrX+H//b//x6c+9SnLikySQgpASUFomsbQ0BB79uyhoaGB1atXF/zNKtNOZjbouk57ezv19fV5pZ5zMZsIXDQapb+/H4CWlpaiCqqLbQIZHx+3bBQ2b95c1Bt5PuIzEAzT0d0DkFXvpyjKpPrGSGic490d044yUxUVXRgkdEHPaJThcBxdF9g1laV+B7Vlbkv8Td5vRgqOMnTDIBaLcnwkxJGBEHZV4E6nk90uFyPBCGi5uqRTkSTSYtEy9TDTdIqZVBSoigZCT3WbCoOknihoVJuqpTphGys9dAyEGA4JbKpCXDdw22B5WWGjr5T01A2h66gKVPkcVPmKS3Fpmoq/pIQyRZBMGlYtZiQSYWRkBIFgdHQEj8eLx+1G1Wb6+zrRHT0X0b+Jlj+aNnnNVBdwfn/3UzV+FCv+FFWjYorGj+rKcprqU79raGjg8ccfZ/Xq1YTDYcudwOPxWGKwrKwsL2/VuSQcDp+yAhCgtLSU17/+9bzxjW+c9nF0dXXxiU98go9//ON87nOfo6Fh8ZhxLzRSAEryJplMEggESCQSBaVaJ6IoyqwaQcx6j3A4zPLly1m/fn1R68DMPn5TMTg4SFtbG06nk/Ly8qK76YoRoJkj3Q4cOFB0amOmCKBhGOzcn5r1G4/H2Xegg5EY2P019B7rwTcSoXmpE5umEBwbZqDncMqsbwoyRcGRkQjHx+N4nSoum0YsadA9EgNFobYkv8iIw25DUz3YYypur0apSyWRSBBP6CQjI8R1lXFDIRqN4XK5TszyNeemCZEVtdNUFV1P4nfaUBWFpFCwky53EIKkIajw5C+2VE3FSPvUNVW48dpV+oNx4kmDEqdGYjxEiSv/CHjKzk8tOKU9JalwLMm0uXF2LSZ0dXehqRrj4+MMDg6k5+tO9sezHq+qWsbY+oQ0bRGby5q7PGWN3iSX6CkQgJLDE3CacoSZKFuyDM0++fWgKgprVpwQGebfd3l5OTU1NaxYsYJEIsHo6CjDw8McOHCAaDRKSUkJFRUVlJeXU1JSMu8py1M5Agjwj//4j9Z/JxIJa7KS+Z5m/ndjYyMPP/wwwWBQ1gNOQApACTBzHU0gEKC1tRXDMFi+fHnR4s+kWOEVDodpa2tDCEFFRcWsa1hy2bhMhxCCQ4cOcejQIdavX08kEiEWixV9/kKugyl8e3t7LQHe0dExqyaS6QRg59FexoMhgoEA7R2HOJ70kLB5cccF4wnYeSxIOKnS4Aoz2t8z8/7T54rEDUZCCXxOFUfaAsXjtGOQYCAQo9rnZGKwyfqcV9V0mjc9yUNVUlExRUXT7Gg2By6XAcJAH4+g6jGGhoZIJBI4nQ6r+cHpzG4mUTLGvZV77NSUuugdi6bq4CAt/uxU+fP8AFFIib+096Aw9KxonWEYdOXuj5kSu6aRnDhvbVYoqGrusXlmUK2ktBS73ZZlRm3O181MF7ucLgxDT4/8FbMUfyfEpEmqaWjCPgUY5GcDo9omj8hTVYWEXlgK2cTucFFSkfs9sLl+GR7XiS8x5t9nZrmL3W6nqqrKeh81o67Dw8McPXoUwzAoLy+nvLyciooKPB7PnHa66rpOOBw+ZWsATczmmswabvM6xePxLMF3Kovd+UIKQMm0CCE4evQo+/bto6mpiUQiMSdvRMVEAPv7+9m5cyfLli1j7dq17Nq166TO8o3H4+zcuZNgMMjFF19MSUnJrAQY5F8DGI1GaW1tRdf1rJFus/ERnC4CGAiFOdjVw0B/Pz3HjqH5qkiGVWp8TjRNIeBUKHdpHDp8CN0VpdwzfRNNZvQvoRskDIFXs6WnK6iAwGHTiCcFSRTs6VmqggnROsNAB1TFsARliUPFoUIkaeDWUootYQCqSqldZXldLYlkkkg0SjQSsToFTfHidrlS82DT62mqwuoqD6Wu1Bg0QwjKPQ6WljhwzpgGTaEqKoYw0Ow2jOTsI3aKoqSaPeagrg5SgkhFZE1EySI9ocP8U59kRp2VLh5F1RTcLjderyflPZjndcq5NyWd+k2fe8qmofSlmOn9SFVUjGQyW+il6wkLeSsTAgaCMY4Hk3iqKlEDcWpKnFnnd7ucNC/Pros13+emi+iZHpi1tbUIIQgGgwwPDzM4OEhHR0eqvjAtBueiszUUSn37OJW7gE3xt2fPHmvMp2n79ctf/pI///nPrF69mptuuomSkpIF3u3iRApAyZRketqdf/75VFZWsn//fhKJyaOrCqUQAZg5Uziz0/VkjHIzGRsbo7W1Fb/fT0tLi/WNc7bTRPI5fnh4mLa2NiorK9m4cWNWJGG+Jom07T1AZ2cngUCAVatW0T6UwKHF0dKNGghBYrSH2PgoEdU9WQAqgKqgKqpVu6WqNkBgt6dm8cZ0A6dNS1t5QDyesjTRMNB1MXm9NBMNmn0uG8sr3BwdjjAcS92uKgpLvXZ8Rio6a7fZsPt8lJjNJLEYkWiEYCDA6NAwqs2W8h5MW6RoCiwrcbIsz3R0JmYKVLNp6Ink9CIjDwUihMBms+ccGVcMipqyQZnuVW/N5M0VX5uQLlYUlUg4TDQaZWRklHginpUudjvdObvBc5+YVKpWOfHzVF9SBOY86GmuoSBd65l9s82mTRK/Vm0oKqiZj11gGIIXukc42B8iYfMQD8f4y9EjtKwo4xVrl1h7WLeiYZLQMwwDRVHyTukqioLf78fv99PY2Iiu64yNjTE8PMyRI0fYs2cPPp/PEoRlZWUFN9OFw6mmrlM5KmZez3vuuYfa2louvvhiAH71q1/xjne8g2XLlvHVr36VgwcP8tnPflamf3MgBaAEmPwmOjY2Rltb26QZupqmEYlEZn2+fMWbGfnKNVO42DTyxH1MJ6AyI6ArV66kubk561rNhQCc8gNOCLq7u9m/f/+UI91mO0kk1973HujkhRe3oyiK5e9nHx2zujqFrhMf7iXhdQIaiqqBogFpWxORSn0ahoGhCAxhZO3RpUGFx0bfeBzDSDWAxHSDuG6wrMyDNk1XrKIok8ShoigsL3NR4tQYiyQRCLxOG25FZ3AomGMNcLmcuFyp+k09qROJRYmEwwwPD5PUk1Z60+12Y7fZ844UibRgUTQFQ9enPK6Qp8xut5PU50b8mTOWp0r9niD1uxmja+muX5fbhdfroaw8NeklHIkQjWaki9Oj1NyuHJNeMtezZTd+2GxqyvYl1w5niADGkwYoKg5Sz0OqWURBUUlFkTXbiciyEJCeiww66Nld3YeHIhw4HsKmKTgqa/FqNkJxg6c7Rmis8LB6qZelFWVUVZRN2sdsPQA1TbMif5DKRJjp4vb2dmKxGKWlpdZ9/H7/jM9bKBSy5k2fqvztb3/D7/fz+OOP8/73v5+Ojg6qq6u54447uOmmm7jvvvv44x//yNve9jbe//73F2SRdaYgBaAki8wxZrkEz3Sj4AohHwE4MDDAjh07qK6uZv369fM2U3iqNXRdZ/fu3QwODloR0FzHz0cEUNd1du3axfDw8LQTRYqZ5zvdsd1He/j1Y49TUlJCfUOD9dxX+Z0cGYkQjsZJDHahx8OENAVNs+NzZI/pysSWY5waQH2FB1VRGAolCMWTODSVhgoP1f6pI24pvzZ1QnMAVjNDictGievEW1okOv3zItIefWgqPo8Hv9+PkdRJJBNEIxHC6bosTdPSAsaD2+VKHTMFNpuGrhtpK5u5SdcmjQlqZBaoqoaCmHE6Rz57zxzPltlMoWqqNU5tUrp4OGVG7Xal0u+Z3cWKomaJP1VRSE6MBGfuMe2jqChKqltbARSF8UiStqNj9I7HQBgs8To4u9Zn1V+qIhWRnmS4Pc1j7RqOIBDYfZUIW+o16nNqDIcS7OkLsLbal9X4kYmu63Pa0OFwOKiurqa6uhohRFb9YHd3N4AVHSwvL8ftdk8ShMFgcM7rCk82hw6lxlIODw8TDAZ59tlnU41rO3fy6le/mgcffBCn08nAwAA/+9nP8Hg8/H//3/9XtOfr6YgUgBKLeDzOrl27GB8fn1J0zPccX0i9sR88eJDDhw+zYcOGKb2bNE0jHs/tN1fIPnIJsFAoRGtrK5qmTTtSbrZRyFwCMBwOs337dstjcTq/sNkaSZ8YOZYS/v/3+yeorqmhasmSrPRkdYmTxjIH7e17SUTDBOOCUhc0lrnwOnK/jaiKQjI5ucheURTsCjRWuKkpcZLUBQ6bavkAToVd07JqwZTUBchpGWP9fhpsmmbVJSpaqklAUcBht+NImycbQhCLRgmnJ5MMJBI4HQ486frBzMkkqqqQSCbRNFveVjEzTbGw2WyTJu8Ui5r+m1Pz8R2cqb4ubb8izC7pqV6DE9LFGBCJRYhFYie6ix1O3C4nHq8Xp92ZkS5WUBSBomjWXjK/sBjoabNqUt5+AqIJg6cODDIWTuKwa6gK9I5FGYskuGpNJeUee1H2NGY0UXgnzxWPJAxWNNRmNX5kMlvD++lQFAWPx4PH46Gurg4hBIFAgOHhYY4fP87+/ftxOp2WGKyoqMButxMMBuesAeTrX/86X/rSl+jr62PTpk187Wtf46KLLpry/vfeey8PPPAA3d3dLFmyhDe84Q18/vOfn3ZsZy5e8YpXAFBZWYlhGFx++eX88Ic/pK6ujhtvvNESx5qmcfbZZ6fed6T4y0IKQAmQSvk+//zzVo3bVKmBXKPgimEqARiLxWhrayMWi81objwXKeBcAur48ePs3Lkzr7Fqs40ATqzhGxgYoK2tLe+xenNRA6jrOnv27GHn3v0sW16fuy5I1ymN9bKyTCMc9+BMjFNb6WLJFDVy5gf1JPGXvtH0i3PaVJx5vAspCtmNAAIULbevW36cmFGrqBqGnswpxVRFsVLBAAk9STSSGlVnNpO43G5cLhc+rxeb3YGRh01LPhG2ua37S3XVpkR0IdcstwBUtROGzwV5/qmphgePx0OFUsmx0TAH+4OMDcZwqWGqXYLqEhdejxuH04ndbp/SaNsQxiSB2jUcYTySxOeyoykp12iHphCI6nQMBLmgIXckfSaqSxwc1f040DClnJ7udl5dU0pTXc2Ux851BHA6FEWhpKSEkpISmpqa0HXdsps5fPgwP/3pT/nWt75FY2MjkHq/LVR4ZfLjH/+YD37wgzz44INcfPHF3HvvvWzdupX29vacpvg/+MEP+NjHPsa3v/1tWlpa2L9/P9u2bUNRFO65556Czm12UN98883853/+J8ePH+cPf/gD73znOznnnHMA+POf/0xzczMve9nLin6MpzNSAEqAlCBramqisbFx2rTAfKaAh4aGrGaH888/f0Zj1EItXHKRKSLNZhNzrFpNzdRv6nO1B7OGTwhBR0cHnZ2dbNy4kdra2oKOLwZFUYjFYvztb38jHI1RuqQGLcc1N5JJjh1uJx6N4HfZ8LtsxMdUPLbpU6HxuD75tZQh/grb64nUrxCp6168+DMDh6kOZMPQ83YtsWupZpKJk0kioRDDwyPYbFpa4LhT3bDFpthUhaQxR35/ACipiGye12wqAZ+67cSXHk09keJXVDOVq5h3TI/HS78+hXGi3k4IDg0E2X50jIQhsCkQSmqMJ8HpUhEiSHRoCFXVUs05bjeujNnF5jITX18jkQSYzRzWY1BQVYXhiF50Wn7tsnIOqX4GQkmcttTfXFwX1JY6+fvLpx8zNp8RwJnQNI3KykqrfKWpqQmbzcYPfvAD+vv7KS8v5/LLL+eaa67h2muv5eyzzy5o/XvuuYdbbrmFt73tbQA8+OCD/OpXv+Lb3/42H/vYxybd/5lnnuHSSy/lTW96k7WfN77xjTz33HMFPzaztvLWW29leHiYl156ieuvv54PfOADQCqj9Ytf/IJ/+Id/KHjtMwUpACVAyg4gn2+C85ECzvTWW7duHcuXL8+rNmUu9mIKuFgsRmtrK4lEgksuuSTv7rjZjpJTVZVkMslLL71EKBQqeKTbbM6fSCTo7++npqYG4fCRMMe9ZWCKv1h0YuOPMuVHaapRY/LzoqhqUeJvYoTJZrPlFWUDcnZbWF3EigJ5+sjlwppM4nKlPOmETiQSJRIJM5hufnBneOVlN5NML0RsmkoyMTeef6qWaqzIK/WbxhJK6bo6YcDRsRg9o1GShqCmxElDuQuPpqQMoVMGgKljM+chT7F+QhfsOR7AEIJStxNF6AggEE1yOCC4em0NCsKaXTw2NsbAQDpd7HbjdrtIpYiz13XbVQxVAUPPUq+GELhsxde7La9v4B+bfTzdMcy+viCKonLBMh83XLCCFbWT08KZnMwI4ExUV1fzT//0T7jdbn74wx/yn//5nzz22GP84Q9/YNeuXfz3f/933mvF43FefPFFPv7xj1u3qarK1VdfzbPPPpvzmJaWFr7//e/zt7/9jYsuuohDhw7x61//OsvUOV/M986ysjLuvvvuSb93OBzcfvvtRZv0nwlIASgpiLkWgPF4nB07dhAOhy1vvXyZqxRwKBTimWeeoaKigs2bNxc0kmm2KeBYLEYgEMDpdLJly5aCa1SKiQAKIThy5AhDQ0NUVlbiLaukp/PIpPvpyQTHDu8nPkn8mZ+tOSxkMJOGmR+2Slr8Ff5cTZwAoabTtcWTTv0Kit7TRFRFwVBANVS8Hg9ejwchIJFMEImkmh+G080k7nQzifk85/qeo2kaifjUHcSFoKS7dG1aukkjbYuiKuniuVROnpTfSvogAQpJ1HSFojAE24+MpRshVBQMjo+H6RlxcnFTGW574eJmJBwnHNPxOB0o6RSvArgdGuPRBGPRBOUeeyq97nZTTrk1uzgaiTAwMGD93Y2Pj6e6te126svcHOgPE4obeOwqKKm6QE1VaKosTgg43F68pRV4gb87p4bXnp26UDZN45KzV854/Gy7gOcDcwzcunXrWLduHe9973sLXmNwcBBd16murs66vbq6mv+fvT+PkuQ8rzvh3/tGREZG7rWvvWPpBkAsBAiyQdGSLMqSzU9jzrFs2tJnyvq0nJkRbEoYzSE1lkBZGouW6OGBTMvDM7Ipj8fmkeRZbB3RpCxjhtYGkiLQ3Wh0A73vVVlLrpV7RsT7/RFLZVZlVWVmFYgmnfccoLuzKiLeiFzi5vM899633nqr5zY/9EM/xPr6Ot/xHd+BUgrbtvlv/pv/hv/xf/wfBzp2q9Uim82GsW62bYedlM33lviWtrn5ZmBEAEcA9rZ7CHCQM4DVapU//dM/JZPJDEV+9tt+DQxXi8Uip06d6mmz8nauYWlpicuXL2MYBu9+97uHUuQNWgEM5v3W1taYmppCaDpXb93d/nu7kL8QPYinoW2x7VAgtOGJlpSbs3pS03Dt/olRb3IlPJVuj2SIYdeHELDli0inmCTdQ0wSiJeKxSKWZREJxCS+AfZALwW/1SqkRCloOS7X12vcLTRwlGIubXJ83CJhap7HHt6NcrciZOdTu1ZpciffwDI0DF0ikDgurG80ubFe45G5wW+yUgSVw83IuGBNMiCoW6BpkkQ8TsIXL2xsbFAsFkIVrJQasXicR6dN3lxrUGl5z0nEkJycjrOYGW7WbWxmsevfwfv02KE5rF0EWgHeyRbwTninYuC+8pWv8Cu/8iv8s3/2z3jve9/L1atX+djHPsYv//Iv8wu/8At972d5eZkf+7Ef47/+r/9rPvShD3H06NGev2fbNuVymZs3b+K6Ls8888wBncm3B0YEcISBoOs6ruv6N6nhShRKKUqlErlcjpMnT3K4w25kEOynGmnbNufPn6dcLjM1NTV0QPgwFUDXdbl06RL37t3j+PHjLC0tDX0tB6kANhoNzpw5A3itmGvXrvHG1Vukx7rtbRy7zb0bl2g3GzvvTGxvAUshaXeqfpVC6vqOFjF7odPwWUg5EPnrBSk98ie1AVrIu0KA6K8iuVVM0mg0Wc4u02q3KZbK1GzQzSiTSYt0IoZuGIS1VOlX6Nica1NhOooKm/HKdbBdxTduFsmWW0QMDYHLtdU2a+U6p4+NEYv0R0RUR8bueqWNrVwSuoHwzZd1KdA1yXK5MRQBHItFSJoRSvUmyajuCX+FpNpuMxWPkLL2vjXpuo6UumeH4qrQ3Dst6jyWalF1DQzDYH4swVgyNlSr30pliMa2n18sau4q/OjE/dQCDnAQKuDJyUk0TWNlZaXr8ZWVlR3np3/hF36Bv/23/zY//uM/DsC73vUuqtUqP/mTP8nf//t/v+/rNDExwYc+9CG+9KUv8Qd/8AccP36cp59+mqmpqTBHuVAocObMGX7v936PRqPB//6//+/7Ot9vR4wI4AgDIfgm6zjOQK3SAEGcWqlUIpPJhGq0YTBsC3hjY4MzZ85gWRaHDx/ed5bvIAQwmDW0bZvnnnuORqPBvXt75+juhH4rgMGH4dTUFI888giaprG8lmejUusigHa7xdLNy7uTP/ymYQcDdCG05ABwHJtGq42pGDoWzA1VuhIGrYoFCAgTXoqa0DScrbFgQ0LX+6yGy6CZutlxjUQiaJokOT7FjVqZ9XqD9oaNtl5kPJLnSFonHvMIY9SM+iRwO7Y+ulxqsLrRIm0ZaNKLVXMMl0Ktza18g1Oz/d/0Qy0HAiVkWK0TbHoc7mVjsxN0TfLUYpyv3WhTbnjtO4GX6vLEYqqvvXZWSoUUxBJxbzZwbAzbcWk06jQbDaqlHJXCOlHLJOonvRiGsfcxhGRsqrcFVa/Ej51wv1YA90sAI5EITz/9NC+//DIf/vCHAe9cX375ZZ5//vme29RqtW3XLbg2g4yyJBIJfuZnfoa//Jf/Mr/7u7/Lyy+/zJe+9KXwnlAqlWi1Wjz++OP87M/+LD/4gz843El+m2NEAEcABmsBg1dBG5QAFovFME7txIkTrK2tDbzOrWsZtPq2tLTEhQsXOHr0KA888AA3b97cV7LJIASwUChw9uxZxsfHeeyxx0Ifw7crSQQ25/0uXbrUlSZSqdW5t5ZHSomuaSgUdrvFyq3LOO0mUopdb+66lGiS0BRZE0GUlvTmc1ZWcG0b13UwTdMzUbasnp6GvVYvhfLlGf46wlm14Ly2b7P1JaxJiZTCU44qjyQopZCBenmg0UkFUqPesrlTbJCrtNA1nfl0hIVMFCFAbtbivOqc6og081NSNuGCC+fullivNEnGTHQMGrai2G4zpZnEccnn87iOg2VFvdziUEwSsrMubDQ9cYuhe4IbhWd2HdE1ctUWmkxu32jreYJPHgWalMxmTC6vV2k6Kpz3c12BoxSHJqyexth7EUOhCebTMT74iMHdQoNqyyEe0Tg8bhEztJ7nthWS4HUovXg71wm/bGiaJKInEMkkCO+LZ71Wp16vUSoV0YSGFfPNva0outz+WZacnCbWgyRNZtJM9kj82An3YwWwVqttm90bBi+88AI/8iM/wjPPPMOzzz7LSy+9RLVaDVXBH/3oR1lYWOBTn/oUAD/wAz/AZz7zGZ566qmwBfwLv/AL/MAP/MDAJFkpxcmTJ3nxxRd58cUXefPNN1leXqbVajEzM8Pjjz9+3xHv+w0jAjhCiH5SJaSUA1feOiPNHnjgAY4ePUo2m933LOGgecJvvvkm2WyWJ598MvSQOqgot91a4p3n/9BDD3W1vA/aR7ATruty8eJFVldXefrpp8MoKaUUFy7fwLEdbMf/r9Vi6eYl2q3OaujOrwVHKWzXxfFzTl3Hq8ZUqzXW1tdIJhKk02kc16Ve9wb3C8UiAnwi4xFCrUd1UErpJ0AoL75LDddCdpSiaSvuFhrUWjamoTGViGDq0rv+QoSdVREIIfw/Pe7m1bmU61W+qrUmZ++WKNXbRAwDx2myWqqSr1g8MpvY23m6c22uotRW5JtNktEIEaFwFUR1QduWLFdcHpgZZ2zMT9Ko16lUa+TW80hNC9vJUas7mUQKcJUfQxe8NlE4rosuRd9+fbbjWbY4rst43OT4hMW1tRqNtkNAzacTJkcy0YGNlaWm4ba9976lSx6eiYfVXtjFVHrrGl3vmtmOi/SeqO7jdKjHNU0nkUySSCZx3U11cb5QoLXSwoyY/usyimlG0XSdxNg0bbv7tadJyQPHumcC98L9WgE8iBnAj3zkI6ytrfHiiy+Gn61f/vKXQ3J5+/btLvL78z//8wgh+Pmf/3nu3bvH1NQUP/ADP8A//If/cOBjB/er4PqeOnWKU6dOdf3O/SjAuZ8wIoAjDIxBiFe73eaNN96gWCx2pYscpIffXvOI9Xqds2fPopTiueeeC+ewOvexnzXAzh/yQZxcLpfrma5yEDYyvUh757zf6dOnu8751r0shfKGN8en3B3I3+4QPnkKKJMAioUChVKZqckJ4vEEruOgaxrJ0DdP0Wy2QhPlMAXCjwSLmBFsF4qVBo22gxUxyES1roQQ5Vt/eM/3ZhVss+IUxINBzYarZYFoboASgEPSNHh0LuHNmHWoXntR3fAxf9d3Cg1KDYepVBzXtQFJo+1yr9hgPh0lExvg41Qp2q5HBHXpEZkAhi5o2Q6262LqkkjEIBIxSKdTKFdRbzZo1OsUiwXaazamGQkJ4WzK4tpalWrbJaZ774umP0e5kNlbsNB97iJUET82n2QmHWWpUMdViom4V/nUB7CWCfbbaQWkGCwXuWtf/hOt9RD0aGJnc2opO+cxN9vFdV9drFzF5Pxh8oUCiUQS0zQHFn50YthxmbcTB9ECDvD888/v2PL9yle+0vVvXdf55Cc/ySc/+ckDObYQomcLufML9gg74/56VY7wLYF+CWC5XObs2bPEYjHe//73d6WLHJSHH7ArAQzyhGdnZzl16lTP+ZP9EjDoTQCDSDdN0zh9+nRPn8W3owIYtJonJyfDeb8A1XqDyzfv4CqvjjMM+Qvg6RAEy6UaS2t5lOtybG6KRMKzQVEohBKhdkEIgRU1sWKWZ+/iOKFNytr6OnVbsdKKULcFmq4hRIO0pXNqJkHMlOD6gge1fV5oK4dQwLW1Kg1HsBCLIJSLUhqFeosra1XevZhGDHhvWKs0iRoajt0OZ/KihqTWcijV24MRQCAiA2N1hdZBpFq2IhXViPSojgopiPmEGbxRjHpHMolCMG/p3K0KCm2FRKLrgmMTFgsZa9v+dkTASJUbmjnPJkym4/uL0tK2CHB0qeEMbcXjZy5vMcxWClzRP6vUO9TFft2Z+MQCG+UNlpez6LpOIpFgenKChenteeB7rvI+rEK9UyrgtxPfyrnG7xRGBHCEgbFXPqlSirt37/LWW29x/Phxjh8/vu3NeZAEsNeMTb95wgfRAga27SMgnnNzc5w8eXLHG0A/LeS9jt+Z5xvM+21tNQc//8aFK1xcKnOnUKeQLyJzN3hoYYK4uUuLSshwBC+Yx5Oahq3g9btF7uXKCARWLMalXIsHZITpRATXFWGlsMtw2fXai1JAPGYRj1koBWfvFqm26lg6uM0aUtNYa2gIp82Th8cGStWotBzKDYeophB+a1AISJoG5brNRtPuS2naCU1A03URHfNiAQ8d5t6TMjVmTIN7xTpWREOXkoZv/nxk3Oprn7quk0wmSCYTCKFRb9QYa9RJGTXWqm2k1JhKRZnNGIgOZe9eUCikb0kD3bnJw0II2UX+BGAPkMKyFa7rEcqt7F/XN9XjA68RmD50nFgy4x/DpVatslGpENUUf/qnf0oymWR8fJzx8XHS6fSe5O5+bQEPYjg/wrcnRgRwhBD9zADC7uTNtu2w5fnud787jCAaZB/9IvjgdRyny0Ow1Wpx7tw56vX6254nHBCsXqkm/US6BeewHwLouu6O836duHZnmf/3jbvcLtSxpENj/Q7VWhuxXuPhmUQ4fK98EUOIMMKro2vqONwt1LiTrzOejJKMxRBCsNFoc31tg1QkhS42lZp7nVq1ZVNpuYyn4ng6gxh2u41qtFgpVrjiVhhLWGEsmK7t/tGllMJle16JlOAOEwimYHE8zoWlMrbjomue5161aRPVJRPx3tnZO0IIlHJ410ISQ4Nsuem1vQ2NY5MWi4NU6yAUQVjRKFHTJJXOcNR1vZi6ep319Ryu4xDtiFUzDGOX50WGM3VCbP+CMyh6xbbJIZNhuve71X9RYHdaEQ0IM5YMyR94a0wkk5w4epgnTj1As9mkUCiQz+e5cOECjuOQyWRCQhjz3weduB9FINVq9dsmIeP27dtEo9Ge2cOtVsu3C7q/rv/9ghEBHGFg7ETeNjY2OHv2LKZp8v73v7+n4nOvfQwCKeW2FmigNE6n0zz33HNve56wlzPqkbB2u8358+fZ2NjoO9Wks4I4zIeUEIJ2u83XvvY1lFLb5v0CVOsN/uz8Ne4V60xaksbqLaKijWYoKvUWa+U6h8f7vyE4rkO22CIdj5GMb3qsJaIGxZpn7TE+QIVNSImjBJKACAuMSISEZiB0h8lJC81tUa1UyeXyGIaxmRFrbq+WJaMGcUNjbUu6XbXpEDN04n364QXQdIO5lEuuEmF1o4XrR5dFdcGDU7HdK6hb4Q9O6lIS0QWPL6R4aNql7bjEIjqDuuYo8Kp7eMpdRwVKXkk8Hicej3vJJL6YpFarU8gXkLqGFfXayVEr2vFlxN9rMEclJI7aH1Hz3meb73dd+skk+4EQ28iWQCAGaP9uxdjM9k6BJiUPHT8EgGmazM7OevGJSlGtVsnn8+RyOa5du4ZhGCEZHB8fxzCM+64CGKz7W70C2Gq1iEQi/M//8//M448/zo/92I/hOE5YyNA0jc9+9rM888wzfOd3fue+vGu/XTEigCMMjF7k7d69e1y8eDG0V9nrjab57aX9zscEa+lsfwZK437e7PttAQf7qFQqvPbaa8RiMU6fPt0177gbgjUOu4Zmsxnm+T766KM9bzRKKd64dJ1irYnjODTX7+DaTTwjDTB1Saneb7Yu5PLr1OstIqZJNGpuCX3DNyjuH1IIIlIQi0hqbYdUR3Wv1naIRSSZhIUmLEincZXblbnbWdmyojEiEQOk4MhYhEIZ8rU2EU3S9it3xyYtdK3/G0GgRDY0yRMLadYqTTYaDpqEyUSEZHSwj1Gpawi7hd1RZY0akugQkWrgteOV42zLTO4+B7aJSRpNb3awUCxgr9lEfDFJLJFAuS4Cses++4UQAndLpc7po9Ow6z6ll2/caTez37XG0xOY1nZhxPHD8z2FH0HUWCKR4PDhw6H/XD6f59atW1y4cIFkMukZVNfr99UsYBAF960KpVT4GfvVr36Vhx56CGDb599v/dZvMTY2NiKAO2BEAEcIMUwcXBAttrq62mWv0s8+gu3386EopaTdbvP666+Tz+d3bH/utv1BZBu//vrrHDt2rC/yu/X4MJgJaoA7d+6wsrJCOp3mXe96147Hvb20QqG8gS4EzdwdLK0VxsAq5dlp9BIcbIXrOCxnswggnogx3tAotByiuhZW4GpNG1PXSJn9fbQo/7+IoXM4E+XyWpVCrU1El7RsL8P10JhFJ1+TYjNzF6AVVLaqdXK5PNGoiRkxSRg6R5Mg4haVZpt4xGA2HWV8ICGDQJOE8XZSwkzKZKb/yOouSKHhtG2EEhwEFRDSI39CgDvAa0jI7mQST0xSp95oUFpaCquUpfIGVjSKpg9fwRKiOwpwv0TNq3i6nkAlEM8IwsjA4RYpyUzPbXs4bkU5Mt+fX56maWHlDwjbxZcvX+bOnTvcvn2bsbExxsfHGRsb69ku/mbhW1kEEhC5X//1X6dUKrGyssLXvvY1ZmZmMAwjnNFcWVmh2WwOnfL0XwJGBHCEgeEpFx0qlQpnz55F13Xe//7391S57oROAjhoBnAnhBCcP3+eaDTKc889t2vbead1DFt9c12Xy5cvY9s2Dz74ICdO7B0MvxXDVAA75/3m5uYQPVphAar1Bpdv3PGSNMr3MJ06Gy2XZNRAAS1XYQATid0rlq1Wi+zyMjHLYnxyklwuz3RM4EiNfK2FLgWu8oQdxyYtohENx96bWHsm1B65nE2ZGJokW25Sa9lkEiazKZOJPQhbZ+aulJJqtUqtXqdUKhHTXSxRYWHcwopGB36teZ6E+/+CsAkXQ9eo2+1978nr1PrEdBfbk37giUmSpNIZXMehVCpSq1bY2PDsegwjEraKo9H+BCpAaCMT/pv+vQh3guZXPBWb9j+a0HCG9IsESE1MoxvbPzsGSfzYiqBdfP36dU6ePEkkEiGfz7O2tsbVq1fDdvHExARjY2P7+hwcBLZt02g0DswG5puNgAC++eabnDlzhtu3b/PlL3+ZP/uzP6PRaNBut2m322xsbPDX//pf5/HHHwdGljC9MCKAIwwMTdPCgO3Dhw/z4IMPDvzmCmbn9lN9y2azNJtNZmZmeOKJJ4Z6gw/bAg4i3drtNpZlkU6nB94HdM8Q9oNGo8HZs2dxXZfTp0+ztLREtVrt+bue4fN1HNdlbekWbmODY5NxbuVrFGstmm0H11UcG4syuYuIoVqtsLqyxthYhkxmDKlrgMI0JI+OpVirNCk3bExNMJEwycT6u5F5rUG6qkMTcWNPwrfj/qTAVQorZmHFLJLJBMtLy1gxi7o/96ZpGlYs5oklOubeekFKDYlin5NqXftTysVx3KEqvlsRWKpoUmI7wwsfAgRCEiE8Ul3XdOZmZ3G6xCTruK7rtdyjFtHdYtW2mPwppQbKru65RrHpI6hchdAkUghsZ/icaKkbpCe2Z9fOTo4zMTbc+7oTwQzg1nZxsVgkn89z8+ZN3njjDVKpVFhBDPJs3w5UKhWAb9kZwOC6/NIv/RKmafLTP/3T/LW/9tc4efIklUol9F1Mp9McPXr0nV3sfY4RARwhRD/tCNd1KRQKbGxs8NRTT/VUXvWLYYUgQeXt7t27WJbF3Nzc0B+WwQ1pkPmcYrHImTNnGBsb4+mnn+ZrX/vavq1k+s3zPXv2LBMTE+G8327b3lleJV/aIJe9S7mwDsB43CBpJik3bSrVKnbd5vDYzuKPfCFPqVBiemaaVDKJ6rTyUGAaksWxwRSr/qa+We8BVdcUaFLHdjYra54gQJBKpUilOubeaptzb6bp+RLGrJhXgfHfAlJ4JHffQgUf0idXmhQ4QddyH4zNm4GzfS/GIXOSu3bomYJ3PLBZXesUkwDtVoeYpFDwkkmiFrGYRTS6SaqlvsXz7yCsZPyWN/g+k76iez/nn5maQ26ZHdOk5KFjh/ax0k30EoFomsbExEToktBsNsnn8+Tzec6fP4/rumG7eHx8HMuyDqxdXKt5yqhv1RZwgODe82u/9mtYltV1PisrKwN1pP5LxYgAjtA3arUaZ8+epdlsMjk5uS/yB8MRwEajwblz57Btm9OnT/PGG2/si3wFH8z9EMBOocmDDz7IkSNHBq7g9UI/aSB37tzhrbfe6jpusG2vikqt0eDS9dsU17MU17NdPzN0yYQeIUqLwg6dSFe5rK2s0mw2WVhcIGZFcRHhDd3z9xu+kmPoWjhXdxAwIgbtPdqq2+be2ja1eo1Go0GpWEJKGYpJYrFYz4zbYeCZFTtdytf91P86W7+GLg/kOnbO6ema307uwTcEvcUktbpHBu22JyaJxWJELQuzQwy1X7GVEJvkD7z3o65r+6ooGqZFIjO57fHjh+eJmgNa++yAfuacTdNkbm6Oubk5lFJUKpWudnEkEgnJ4H7bxdVqlWg0et+lkwyK4DP7C1/4AocPH+ZDH/oQkUiEX/u1X+P3fu/3mJiY4J/8k3/CkSNH3uml3rf41n4FjPBNw8rKCufPn2dhYQHLssjn8/ve56At4Fwux7lz55icnOyqgB1UlNtuCMQua2tr24QmB5Un3AudGca9fBV7HTtU/eZWyWXv7nJk0ZOJ2O02y9ksmqaxuLjotRpdhau2Hqev09t+VCm8gf0DaIMCCE3DdnqrmHcjB7qhkzK86iAu1Jt1GvUGpfIGhfV19EjEyyyOWUSMyEBZv5sL8CxuwOmhfB2uohO0fqUQtB13aCPlcBVaN7FywhzmPrbdQUzSbLYolbIIAdGoRSIeJxIxhxaTeD6CW9JflMJV+zv7sZmFbZW1QYQfeyEweR/EBkYIQTKZJJlMcuTIka528Y0bN/bdLq5UKu+oAOWgEJzzr/7qr/JP/+k/JRKJcO7cOV588UV+5md+hj/+4z/mv//v/3u+8IUv9O3K8F8aRgRwhBC9PhBc1+XSpUvcu3ePxx57jNnZWe7evXsgytlATLIXlFLcuHGDa9eucfLkSRYXF8O17tdPsNNMeicElU8hBM8999y21sJBEMBe23fO+23NMA7QqwJ4Z3mVO3fusLZ0a9fjCrZvW6/XWVnJkkgkmZyYBOFfY9elky2KIWmH6yoMvT+BSD8QUiKV2retCBIsyyIeTwIurWaLRsOzSSmVSh7RiVoh2ZF9mvVJTdtW/dsPhNA62qpim9H1oFCA6FDPBgpdr706+HOs6zqpdAblOig1QbPZpNVsUCyVaDabRCIR/zpGMQcQk/TK+5Wif88/5UfPCKDYsLm6WqPsRph2Grz7sMlcevM9ffLEkQObvws+V/ZrdXWQ7eKDzAG+H7CxscHp06cB+Df/5t/wgz/4g3zqU5/i2rVrnD59+r7yYLzfMCKAI+yIer3eJTgIPjT2ioLrF/1U7zrNlZ999tltYouDNHLuhfX1dc6dO7drpNvbQQCDOcPOeb+d1t+5ba3R4Oz5C6zcub53a2xLAbBUKpPP5ZiYmiTlD4jr0jMBVj2MgIfI08A0I7Tb+1fAAiAEmhQ7q3QHrHAEUWVSCnRDJ2EkSCQT4EKj2fCqg6US6+vrHpHxyaBpmj2LeVJIXNfz52tvFWkMwdu8Tbzn4SD8+cB//3SQlHCfCoatUAaVXSHAjJrELItUOo3rul3Zz51iEsuKYRjbb0ct26XadIlGXC+pRgBIb5ZSKaTUEZruE2FvLCEoCioVRNcECb+KpWKTP7qao2m7NFJHuHwtzzdul/jr757jkbmkJ/zIDOnx0wPBe/MgBR37bRcHFjDf6hVA8CrO8XicM2fOYBgG/+7f/Tv+p//pfwI2Da9HBHBnjAjgCD0RZNnOzMxw6tSprjfRQaR49LOfcrnM2bNnicfjO5orH1SiyNZ9dEa67ZYlHGx/kDOAO8377XTsTqL36tnz3Lt5uSdh63Vc/Jvk2voa1WqVufm5jgqndzNVPWbMvHiwwViMpmkHR/7wW8kHZdHiB19omoa9VZgi8exPrCgZMji2ExpRl8tlr83pm1DHYl51UPh8BHYQaSg1ML8KWr+wT887H0J47x2BT5E69qk61j8IZAehBDA0iW27HlnXdBKJFImER7Da7Rb1RoN6rUahVEKXGjG/5W5EIlzIVrm8WqVlK3SpODRm8fShFIauEEr4bWuFcu1uPt3j0nivV/j6rSJN2yWaGMNIJABFueHw+2+scmo2eWDCjwBvBwHsxCDt4ng8TiaTOdAYuN/4jd/g05/+NNlslieeeILPfvazPPvsszv+frFY5O///b/P//V//V/k83mOHDnCSy+9xF/5K39l6DX86I/+KB//+Mc5fvw4tm3zoQ99CNd1+ZM/+ZORB+AeGBHAEUIEROTKlSvcvn17xyzbgyKAu7WA7969y5tvvsnx48c5fvz4jiToIJI8tlYRbdvm9ddf7zvS7aAqgHvN++117Ks3bnLh3GtdN+Bd4beP7y3dQynF4uLi5mC4AiNi0m63dtx2EAi5v2H9rZCahkBxUA59UtNAuZ6gYo9T03SNRDJOIhkHRZj0sLFRZj23RiRiEo/HiZomsVh0YKLcC52t34Oo/ikFQkLQQTW0rWISf7ZQBGpgzznce9p9ARJeFbjZdrm6XuNeoYFEsThucWLCIqJLbEchJGxafm/CMDQMI04qGcd1FU2/5Z7LrXM1b3Or6iWRRHSJqwTX1qq0HJe/+NBEaHo9SJs6X2tTadiYhoYbD4QfglhEo1S3ca3MgQk/AgQCkG9WtW23dvEXvvAFPvvZz7KwsBB+zg9qXN+J3/md3+GFF17gc5/7HO9973t56aWX+L7v+z4uXbq0Yy7v937v9zI9Pc3/8X/8HywsLHDr1i0ymczQ56vrOi+88EIYyfev//W/Jh6PU6vVeO211/hrf+2vDb3v/xIwIoAjhGg0Gvz5n/857Xab06dP72gT0JkEsh/0qrw5jsObb77JysoKTz31FJOT2xV6W9dyEBXAgERVKhXOnDlDNBrtO9LtIAhgq9Xi61//+q7zfr0QzACWyiX+8//7Ms4OYoheaLfb2LZN1IoyPTXddSOImAat1g7kDwjLRv0t0kvTsA9G9SukR9Ycd/AqWi9IoeE4NprUNhlR34vx2pxm1CQzlsF1XBrNJtVKhY1SERc6Zge7lZf9Ln2v1m9giBw+f1vzcYNKrxA0Wg63Cw0qTZuoITk8FiVp6jiu62+vurYTncRti25HAc22yx9dzbNWaSGEROCystFgqVjnOx8Yp9/Cl5Ri07/RVryykkWXDobuteUFnm3QvUKNbCnGdCrqkcABnn/lRxQ6Zhqhbb6vBZ4X4F6fNcPgnc4B7mwXnzx5ku/5nu/hU5/6FOfPn+exxx5jfn6e7/3e7+Vv/s2/yV/8i39xoH1/5jOf4Sd+4if40R/9UQA+97nP8cUvfpHPf/7zfOITn9j2+5///OfJ5/P82Z/9WdiWPgifvqmpKf7JP/kngEcy6/U6sVgsfGyEnTEigCOEkFKSTqd54IEHdrUI6Fe8sRe2kretYot+SFBAnvaDgIhms1nOnz/PkSNHePDBB/v+ZrxfJXLgazg1NcVjjz020A3Di8Jr8R+//CUajUbf21U2KqyvrSGFZGa6W/GoaTqt1u5EUoQObHtBIaWGfUCij8CvTvhFqYPYn4t7IB51AFKTJOJxrGgUXZPU/dnBasWrUOgRg5jlWcwIIZFB7rFPZjrTLWotm3vFBrWWQzyiMZ82iUf8bGLcYOrN/+1uotaJgLQVqzZ/dqNAuWGHUW+Xs5L3HR9nJmn03GYvXF+vs1ZpEYsY6FIBEttVZDea3MzXOD45eKux1nJou4pIREeXAjTPQFs6DnVbcfPuCu20gWPbtNttlItfZdwdE/EIcVNnTR8jGV49RbXlsHD4EI8tHNzsX4D9Rl0eJDRN4/Tp0/yFv/AXmJ6e5rd+67f4oz/6I/7wD/+QN998cyAC2Gq1ePXVV/m5n/u58DEpJR/84Ad55ZVXem7ze7/3e5w+fZqf+qmf4t//+3/P1NQUP/RDP8THP/7xfZHker3Ov/23/5Y/+qM/otlsMj4+zunTp/n+7//+fVUX/0vAiACOECISiXDy5Mk9fy9ome43XLuTAK6urnL+/PldxRZ77WNYSCm5c+cO+Xyexx9/nJmZwSwg9lMBvHv3LuVymZmZGR5//PGBr6frOrz5+ms4Wv8RePlcjnK5zMTEJIVCrutnQSt0r/JeP6sUAoTUD8zuBeVdayl6GDQHhxA+fRKBql0ghdwkVmLz9xttByXAMiQKgaZJT/3a5Sy8SRS2nYYXSgtKUWk63C7UKdRsLF1weMJiImYQjZhEIyaZdNpP1GhQq9eo1Gs4jkt2eQnLinoiCP9LlwJy1TZfv1Vko+UifE++q1Gd9xzOMJ7wyNogrxSl4PV7Zcp1m1QsgsRFKSg3HV69VeQvnZpE7whcVsoTseyFbLmBQOGHwwCgSYFyFCvl1lAEMGpIdCmwXeURQBGQXoHuuhxZmCShuazncpRLJUqlEtGo6VdZY+i63nNCQUr4jnc9wBdvQbnhJYcoBbFkir/7vSexjIOv1L3TFcBeCFTAsViM7//+7+f7v//7B97H+vo6juNs+6ycmZnhrbfe6rnN9evX+X/+n/+HH/7hH+Y//If/wNWrV/nv/rv/jna7zSc/+cmhz+Uzn/kMv/7rv86jjz5KOp3mypUr/Mt/+S/5nu/5Hv7Vv/pX3/KG128nRgRwhBD9ko/OHN/9mIlqmkaz2eTy5cvcunWLxx57jLm57YHse+1jP+3XoGXQarV43/veN9SHxTAVwM55v3Q6zfj4+MDkr1Btcu7sa9xaXuPwkSObRKtzPyEx8o65kl2h1W6xeMgbji4UC0hNRylFo+UQEZ7yV9O6a0vQTTikpiFsB00LSIsKsyMUinrLoVx3sCIQNzSk3lHpCna2dcdqy58+bNdltdKk0nTRJUzGIyRNrWMfna3AzSqYCJIiVIf5soKNps3llSrrNQdch7F4hAcmY4z7EXQD0VUFxZrNn/tkTRcKV8G9YoNH5hKc6CBAXqJGjHg8Rq1WJ5fPYZom1UqNfK6AbujELAszanHubpVKw2YsHglXVKy1Obe0MVBrNUC15bBeaRON6MiOcLuEIak0bdYrLWbTnV8i+muvCilQopvkS//1J4f8bmgakmNTCS4tl2kBEU1gO4qGo5hJGEynPPuYfL7A1PQUUkjq9Rq1at27jrqGZcV8hXE0tOyRUufph44zu9Dmz28VWS03mUpZ/OSH3sfTxw6+/Qv9Gcx/s/FO2cC4rsv09DT/6//6v6JpGk8//TT37t3j05/+9MAEMCg+vPrqq3z+85/nH//jf8zf+Tt/J/z51772NX78x3+cX/3VX+WXf/mX78vn4X7AiACO0IWdkiU6ERBA27b3RQCVUqytrWEYxq4zh3utZdgKYKlU4syZM0gpOX78+NDfFAdtQwc5wkGayaVLlwYSSOQqLf7zlXXOn3uNG2+eo1a2SU00fLKAZ4WBz4/8/dotm6XlZQxD59D8PFKXtJptcF1Wy1Vur9fZaDpoEqYSJscmY5iGp2ZVeB+2nStUyvW83tzNVrEC2i5cW61wY22DSq2Orgkm4hFOzSXJxGOIAVlB03Z5/W6Z9ZodttNMXXByNsFCevCop4bt8trtMsW6QywCUpdkSw3K9TbPHs2Qig7+er68WmGj6TAe86LkpBBsNNpcXq0yl44SM3rcePwKZSadJhNYpDS8mLpb2XVWywrTMLDbLTRNR0pJPKJTrLcpNWzGYoOt01XKfx43H5MSlPKeV2dbdVP1VWFczERZKjZpOxLD/9LQbDtIKZhP91+V7l4sPLWQpNm2uVtoUG15VjqzyQinj4+F56DwRgEipkHETJPOpHFdRaPRoOEnk6y1bUwzghWLMbN4DCE1Do3pHPLjCx86usjRxbeH/MH91QIOUK1Wd3U16AeTk5NomsbKykrX4ysrK8zObs9VBpibm8MwjK6K6KlTp8hms7RarYHMmgMCeO3aNSYmJvg7f+fvYPsjAbqu8973vpePfOQj/Of//J+B+5OI3w8YEcARBoaUct9zb4VCgTt37oRzKcMSyWHbr4HVygMPPEAul9tXK3uQNQT+fuPj4+G83yDb11sO//fZJS5dvoS7cgPXsam0FReXN3h0PkXK2ryOwT29Vq2xsrJCKp1iYnwisEsDoNxS3F7awFGCeMRTgt4u1Gi0HR5fTKPJ7UpLT0+w+UUhKMQJ4FauyptLBTTlMDueoG275Gotzt7KcSy5Tixq+dm7FrphdNQMCf/u7dQbiLudr7FabTEWi6ALAwWU6zaXV6tMxk1ikeBm4q+go5roCulZu3R88K9uNCj7lbWgWhdNRMhX2yyVmozHIwRGcspjvx7hCMzlRNAK9tbatF3yNZu4FUFqm9c1EdEpNmxK9TZJ0/J/fXNxmpRoUvpmxp7a1UgkSCUSyFiTt8p5DOHiuC7tVs1LExGeGla53s1PiE4jxx7XMPyJIGkapGJRCht1TEv3JgaVomG7RA3JZNwIzzVI2BUdLWBvRFF41yR8cSmOTyVYLjW8WcWmQkiBFIJjExYLmcEzosHLENZdm+84MUapZrPRtInqkolEpLu4rUDQfVOXUhCLebnE4wRxf3VarTZrhQ3y5YskkkmSiQSzM1McPqDEj51wv7aA99sWjUQiPP3007z88st8+MMfBrxzffnll3n++ed7bvP+97+fL3zhC11k7PLly8zNzQ2d1GGaJtVqlYsXL/LII4+E95Fms8m1a9feFmHPtxNGBHCEoTBs5U0pxa1bt7hy5QpTU1O0Wq19t5EHWUegMl5dXQ2tVorF4r7IbL9t6MDa5oEHHuDo0aMh6RyEAF5Zq3Dt1h0ytbvcrVaJaJK44VW2suUGKavjg11BsVSkkC8wNTXlmRp3QAhBvgFOVDAZ99rAEU3D0CTr1RaFWovJxPYP5i5CxCbdaLYdLt9bRyKYHk+hFOhSoesGtbZNfCxORLWpVmvkcnkMQ8eyLM9Dz4x2VweVR7SWyg1M3UBD+dYfgkRUo1Brs15pspDprAJ2Ex9XubhKdYk7NhptlBReG9QfAlPKm1srVNsD5+q6rifGULaNK7VwFUEEmKvoKS5xHE/F7Kot0logFdWJmTq1lk3SNCBi4jgO5UabiHAorC7R3IgSi3nqYsMwOqpivSrJHmF8bMbiq40mxVrbyxB2FZqER2eSmH6VUgX/V6HnCxD8taMqKAA81e9zx8a4V2qwVmnhKphNRVhIW0jZQUa3zFUG+mLvKfAJbbBj5fqqZhiLRxhPRDyPQn+4c1P8otA0iSZkzyq1ADQzQiQSYXLuMPHMJPV6jY2NDQqFAlHR5hvfsBkfH2diYoJ0On3gVaL7tQJ4EHNxL7zwAj/yIz/CM888w7PPPstLL71EtVoNVcEf/ehHWVhY4FOf+hQA/+1/+9/yT//pP+VjH/sYf/fv/l2uXLnCr/zKr/D3/t7fG/jYwTX9wAc+wIkTJ/ixH/sxfvqnf5rZ2VlM0+S3f/u3+epXvxqaQt9vz8H9ghEBHKEL/bSAYTgCaNs2b7zxBoVCgWeeeYZ6vc7t27eHXSow2PxdvV7nzJkzCCE4ffp0qDLe7xzhXgTOdV3eeustlpeXe/r7bTWC3g2r63lay2+Ra2zgBm06BRFdUm1uXgfleu31er3O/Pw8ZrR3O67mSlKaR1SC27OheZWlWnvn67q1YNpstrh9bxkHnXQi0vU6MqRnXOwKSTqVIp1O4YaCiDq59Ryu42DFLG9uyxdEuApcJBIbIYxtr0t3gLZ5gIihg+MCepc/n+24xMzBbxKGLplORriVqxGLaH5hTFFp2lgRyUTc2HHbnYrOuq5zaibG2btlyg0bzc/8NQ2Dpw6lmEsa1Os16n6bU0otJIOdM2/dx5LMZUz+gj7O9VyNfLVF3NQ5OmH1bKUr1J4zfN7r3kHTBIfHYxwes7bMDXY8P6L73wFRDZ7CwKJFSg3XHysIiHl3Oom3gas8I3KlFE5ger7D60HXTaLJMVylMKPejOVjj5zk5LFDoUfehQsXcByHTCbDxMQE4+PjB2KWfL9WAA9iBvAjH/kIa2trvPjii2SzWZ588km+/OUvh8KQ27dvdxGvQ4cO8Qd/8Af8zM/8DI8//jgLCwt87GMf4+Mf//hQx7dtm0OHDvHLv/zL/MIv/AKf+MQnME2TQqFALBbjF3/xF0MfwBEB7I0RARxhKAwaBxf465mmyXPPPYdpmrRarQMxce6HAOZyOc6ePcvs7CynTp3q+kB4u7J8Yfu8X6+bSr/HbzUbbNw6T6VShVbTL4N47TrbdrFiHtlw2g7L2WWEECwuLKLtoG6UmsQUDo6rujJlA389c7e8W7F5E6/6LeaxTIYx5dJou1334pajMKQkqm+uQ0pJLB4jFo+hlOdJWK/XqPmCCMMwiFkWaV2RbSqsyGb1qdF2MDRB2tqZXO206LmkyU1Do9SwSZgaEqi0HAxNMp8afKZQ03QemopRrtvkq62wCmXqkkdmE0T13tdwJwsd5VfAjkxYxEyd62tVNpo2SdPk6ITFTMoj8oaRIpVK9Z55CxWxFpFIBCE1XNdTvU4kIh4p3YPc9Uwv6YAQ3j7D6yDFAaSTCM/sOiwUip1Jfofqey9kpue9FroPXZM8dPQQkUiE2dlZZmdnw9iwXC7H2toaV65cwTTNkAyOjY0N1am4HyuAtVqNpB/1uF88//zzO7Z8v/KVr2x77PTp03z1q189kGMHz8dTTz3F7//+73PhwgWy2SzJZDJMI9mvU8W3O0YEcIShMEgFcHl5mTfeeGObv95BGErvVb1TSnHjxg2uXbvGqVOnWFxc3PY7+51n3InAlUolXnvtta55v52236vq6joONy6+SsZwaDdqVBttkpaOUlC3ISUFU8kojXqDlZUVrFiMqampPe+P46Yg70Cl6RAzJI7yZuxSlu7Nw+0AgTeLVij6LebpaZLJJC1Z5/xSiY2GjalLbNel1nJYSJs7CiyEgEjEIBJJk/YFEbV6nUajSYIKqq3IFjRMXUNIiZCSYxMxkuZgH19S00iYiicX07yxVGaj3sZVEItoPDgdZyo52BySkF46R8LUef/xMe4U6955a5K5dHRPoUavFAupaV60mYKZZISpxO4kd+vMW7tth3m7pVIJIQRWLEYsGiVqWUQMfQCi1vvFowL7m2ANwpsd3e99VkiJ6iSVmtjRmzFQdss9DmqYMWKpsa7HThxe2Jb4IYQgkUiQSCTCSLVCoUA+n+fatWvU6/VQrT8+Pk4ymeyLWNyPFcBKpXJgUXDvFFzX5X/73/43Hn74YZ577jkAHn30UR599FHAqz7GYrHRDOAeGBHAEYZCPwSws/X5xBNPbIsH2m/rFXYnb7Ztc/78eUqlEs8++yzpdLrn7+3XS7AXAdxp3m+n7XfLyFVKcevSOWobJbLrRR6cjnF9rcZG08ZxXDQBJ6biRNwGy6vrjI+Pe+e6WwVHSnAc0hHFWNriXrFJoWYjJYzFdR6aTvqqzh3WhKLVbtEutpmbm/cqeY7DXDqK7TrcytdptLz24JGJGCcmrL4JgpSSZCpNIm4zPTnB1EaNm2sV8tUmwm0xaWlMGhrNhoYZje6434BgKRVk1NpIIZhKGnzHA+MUai0UkLEMzB0qdbtCeXFpui6RwuWBITzvuhfsrVEIMHplEvcBw9AxjCSpVBLX9Sqr1WqFYqmEk1vHMCJe4oZlEYmYuzwnO5NETdPDNq2rQIrdq4X9wcsQDsNMEP2Ryj1+ITM11/XeS8QsDs1tjynbthpNY3JyMiQQ9Xo9bBffunULKWVIBicmJnYUMdxv6lOl1IFWAL/ZCCp6X/ziF/kX/+Jf8D/8D/8D4F1nIURoTfaLv/iLaJrGSy+99I5Y3nyrYEQAR+jCIF6Au1XvGo0GZ86cQSm1Y+vzIEycdyKRnZFuzz333K4qs70I2F7oJICdpLefKLut2/fC8q3LFNezrBUrFCo10pbBE4tpNpptbNslly0TaVdYr2wwOze7Z4KKlBrKddA1z0vv8LjFXCZGtWmjSUE6auzqM2fbXuC8chWHDh0iYka8WTBd4jguh8djzKejVJptr/XbywZlFwhNQzl2GHs2lrAYS3jn5JkpexWu1bVVlCJsd8YsC03fXm3x1LJ+W9qPOzM0wXRySJsSNq+hFD5RGXQHPfmVR3gEgnYHGRp+jQLTjGCaYyg1hus61GretSuXyiAIzZOtqIWmb1H99liAgq7Wb0ST2025h8DWQwmxe5e6nyxg00oQS2a6Hjt54vBQhMyyLBYWFsIc3XK5TC6XC7/oJRKJnmISx3HC2LP7Be+UD+BBICCAv/u7v8v3fu/38qEPfQjYnPEL2sI/+7M/ywsvvMBrr73GBz7wgVEreAeMCOAIQ2G3OLj19XXOnTvHzMwMp06d2rEFclAEUCnV9U17ZWWF8+fPc+jQIR566KE93/gH1QLuZ96vF3YTgeSyd1m5fY1W2+bm8mZqh5SQtgza7TZF6VUoFhcX97zZSKmjXDskLgAoLw3DMvZugTabLZaXl9F1HS0iMcwITkCE7M2KjaZJkqY+eAiIECj/ueg1/+WZKceJx+MoBa1Wk3q9TqWyQT6XQzcMYrEYlmWh+2QwaC3q2vYc3WEghCd+8EYwBWLYpJOOl6XQPEKplEJqErHvebpuQYUuJY6AZDJBMpnAdb1rV6vVKZfLrK+tETE3ZweV6k1qA+IbnMCBkL+uffbOO96GgADuwuUy091ed3NTE4yn9x/3JqUkk8mQyWQ4ceIErVZrm5hkbGyM8fFxWq0W0ejgs6VvJ6rV6rdsBTDApUuX+MAHPrDjXOYjjzzCysoK9Xr9m7yyby2MCOAIQ6EXeVNKcf36da5fv77jvN3Wfew3Uq4zlUQIweXLl7lz5w6PPfbYjoakO61jWEgpsW2bV155hUwmw9NPPz3QwPhOFcBKKc+dq28AcH0pt+1m22q2WM4uAzA7N7sn+RNCekP2BC4fQYu0P7JRqVRZXV0lM5bBMAxKfhXQ20lf8/i7QqlgHtJBl3tXloTwfMBM0ySTyeA4rj//VmN1tez/jqRcKpGIx7AZLD6t9yIJ7QY1zat4DrebToWsDNufBzEW4e1Tw/HbyQJ/lm6LCXQ0ahKNmkAGxw7mLr1r5zoK23YQUnaQadHVppViF5FGn1AKtn5L6Ieku2r3F5wVTxGNbVqd6JrkoWOHhl7nbtgqJqlUKuTzedbW1igUChSLxTCjdlgxyUGh3W7TarW+5ePR2u12+LnVef8I/t5sNllbW7vvyPf9hhEBHKELw7aAW60W58+fp1qt8t73vpdUau9v2gcRKRdU/RqNBm+99RaNRmPgSLf9qoBzuRzNZpOHH354z3m/nY6/lYQ161VuXHwN5bph67cTVZ+MpdNpL86NPtpavrIzqLAE5GCv8DOlvMi4YqHI9PQ0iUScSqXqGwW7XmVtSCLUCalrKMevJg7xfGiaJJGIk0h41cF6o87qygrlcplCLoceiYR2KaY5XPtX6jrKJ9H7PedNTz3h+9pxIOTPM0hWmx57UrLXc6zpkmQyTjLpXbvs8jJSk1Q2Nsit5zAiBrF4nKhpEjWj6PrBVFM75wnBI2p9eTGq3QUgW6t/Jw4vYEbe/lasEIJkMkkymeTIkSOcPXsWy7IQQnD16lUajUYoJpmYmCCRSHxTW5OVSgXgW5YABtfq3e9+N1/60pf48R//8a4OU/Dzl19+mVgsFlrSjNq/vTEigCMMBV3XaTabgKd2PXv2LMlkktOnT/c983KQBPAb3/gGmUxmqFSRYVvAwbzf0tISmqZx7NixgfcRHL/zxm/bba5feBW73drW+qWDjE1NT5GIJygUCzvaigQQUoLrbs6shcP2O9qn+eeoWFtbpV5vsLAwHxIn78btGfZ2tn6HhRAaru09B+qAPqst/9v/4cVFWrYdVgfL5TJCQDRqYcX8+bfdLG/CNUpc1/aqf/20KfuA0PQwTk8e0D5lxz51TRt4n0J45xqLxUkmEziOS7PZolqtsFYuo1yXWCyGGY36iS7DvXeV6ia8wWupnzKtYuffi6fGiUQ3xy+ScettT/zYCa7rkkqlwozzQEySy+W6xCSB3cywiRj9olqtAnzLzgAGRO7555/nu77ru/jEJz7BT/zETzA/P4+u695s8OoqP/3TP813f/d379mF+i8dIwI4wlAIKoBBpNqJEyc4duzYQN+0pJShcmtY3L17F4DZ2VlOnjw51De9Ydpuwbxfu93mySef5MyZMwMfN8BWEcnNN8/QqHnf1G8sb7Z+XddlbXWNRqPBfAcZE35018779+fLCIb7O364y/Wy2w7ZlWVAsLi4GM7U4RsAK+V2pa8ND0EggNhPW7UTmq7RbrVBgaPcbdXBcP6tVCa3tk7EjHjzbzELM7K9Oui1pwW4nu3JQRA1IJwlPLh9is15uh1SSPrBZpq0tzbPaibqkTa7zUa1RrVSIZ/LYxgGlhX1Ul2i1q5zeZ3orP4ppbxK+B5fZML19YiB8yBIT851PXLyxJF3rAK0VQW8k5jkzp07XLx4kUQiEZLBtyOZpFqtEovF7jtrmkHx1FNP8Uu/9Et88pOf5Pd///d5/PHHSSaT5HI5/tN/+k8cOXKEF1988VuW6H6zMCKAI3Sh3w9KIQTFYpF8Pt8z3aJfDCsEcV2XN998k2w2i67rzM/PD/0hP2gLuFQqcebMmXDer9Vq7YvEdopA7l27yEZhHYD1YoX8htf6tds2y9ksmpQsHlrc3vbY4b4ZiD7AFwL0OM9eM4CNRpNsNotlWUxNT3ekQkhwvfaiFLv7FyrlxbFJ5K4VQql5M3BSiAMhf0JIlH+eQoptpLdzdnBsLINjO/78W51y1qsOWlYsFERIKdGC1q/qyMPd7zo1zTPgPsh9dnjpafsRvXQYQUt9U6QhpQDdIJNJk8mkcR2Xer1BvV5jfT2H4zohGbSsGMaO1UGxpfWr4wxge6NctyfRTGYmMczNua+5qQnGUu+c4GE3H8BBxCQHlUwSeAB+O7REP/axj3HkyBH+7b/9t1y7do1qtUokEuEnf/InefHFF3e0/RphEyMCOMLAqFar3Lp1C9u2+Y7v+I59DdoOQwA7LWaee+45vv71r+9bxdvv9vfu3ePixYtdFc9gFnJYz69gBnD17g3Wl71ovJbtcMNv/TbqDZazyyQTSSYmJ3uSqV5ELBB9eGStt6+aR5C6t61UKqyurjE2PkYmndnMmVUgNS9mTohdTHrxbtAoBT4J9NaDPze4Scg8fz6ny6Jl3xAC5bpomn9uewgGNF0L1bFKQbPZoF5vUCqVWF9bxzSjWLGA1ERxD4CkBmuE3Q2PB4Lc9NI7iIpiMJkYkL+gSic6TaA1STwRI57wE11abeqNOrVqnXyugG5oxKwYUcsiGo36+cDdRFUpbwxk0FLy1gqgEBrpyU3h19sp/OgXgySB7CQmWV1d5cqVK0Sj0ZAMDismqdVq31ZVsQ9/+MN8+MMfpt1u4zjOSPQxIEYEcISBEFisjI2N0Ww29/2GG5QA5nI5zp07x/T0dGgxs18bl35awK7rcunSJZaWlrb5+wUf8PshgJVijnvtQvjYjaV1bNelVCqTz+WYmJzYUVjTi8QBYRUnIFeiR5VJdITAKUWoWpyZmSEe7644BC27gAj0Imse+VObdibhv91NYugd2HvebI+wGHqfw/97QGp6qHR2h7BS8WYDo0SjUcbGMti2TbPZpFqtUS6WQAismEXMimFZ0eFbdApA7EjMB96dAul3bZVi3xVFf3lbrGR2nycUAiKmQcQ0vLxnx6XRbFKv1cnnctiOgxWNYsViRM0oRsRACIay5/FUwN2PJccm0TqsjB44svhNEX7shmGTQLaKSWzbDjsu+xGTVCoV4vH4t0UFsBOGYdx3fovfChgRwBG6sNMHg+u6XLlyJbRY0TSNS5cu7ft4/RJApRQ3b97k6tWrnDx5kkOHNr/ZH4SNy27bt1otzp49S6vV6unvF3zAD7uGVr3K2p3LTJ48CXit31y5xvr6GtVqlbm5OaLWzkRbsJ0ABqIP6OMGqxSuq1hdXaXZbLCwsIC5JSqLTiKgaTTc7dNaAcHbtGXwa0hSAN58l3KVfzxvftB1XaSAluN6MW/7uC8JIT3rEzyRxkEoaiNmFEPXicfiCAH1RoN6rU6hWGRtrY1pmn6yRoxIxOiriCU1HVe5/nPWm5gPCqlttmmHTRHphFLKb8nb4ZcIZ8DqrNRkGFOn1Di2bVOv1ajXG+TzeXRN88Qkvv+g7EOI07HALhWwlHpX9S8Z7y/x4+3GQWUB67q+LZkkl8ttSybZS0zyrWwCPcLBY0QAR9gTnYKHwGIln8/vO8cX+iOAtm3zxhtvUCwWec973kMmkxl4H8OuoXPe793vfnfPtktnBXAQ1FoOd9ZKXD77mue5JiTNdpurd1dZXlrGdV0WFxb3VlluYR2dZr1ijwqTEGA7Nuv31pFSsrC46CWEdO8R5YsVwLM/2Tp36Hrsr4v8bV+m8MkgaEYE12kjhEBKsF3VXR1E+FXL3U99+zE88ncQ1UQvQMS7jgGJtqJRrGiUccZo25u5u8ViESk1Yr6QxIruUB0UEick0iJsj+9zpZszj36E2n6VOR433STk+zXRFsKLqTMzY6SUg+sqGvUGzWZAptcxo6Z3/axYWB3cdX1As+29tqfnZpDa5vvknRR+dOLtioKzLIvFxUUWFxdxXZdSqUQ+nw/FJMlkMmwXd4pJqtXqgVnA/MZv/Aaf/vSnyWazPPHEE3z2s5/l2Wef3XO73/7t3+Zv/a2/xV/9q3+Vf/fv/t2BrGWE4TAigCPsinw+z7lz5xgfH+8yON4tCWQQ7EXeqtUqZ86cIRKJcPr06Z7+bQeV5LEVS0tLXLhwYU+FsxBi1zSPXvjzmwX+8OIKK1dew97IIVs2M0fqrGRXuHX7NtFolKnpeaTwSJPCI0UB5wr9+4RASg3bhWy5TaXlYOpezFlUl8iu9vDWP70b6fraGvF4gsmpqQ6xh1dAbDkuEV2Ej4f2J8LbT6AsVuGcX2/y14mgrSiExIx4ZE3XvCokSuGivBZfkPbgzw7udj/34uMcP6qso/W9Dwjp7ZNAnLLl+IauYySTpJJJXAXNhkcGC4UCa207tEmxYhaGYWxWQ12QDNei7oXgem4qaQ8inUOA/5zut0290bDJlpsIIVjIxLAMT0ySTMaJxS3Gxj2RU63uVQcLxSKa1Hwxid9q31IdXKu2ObvssHF7CSUNDj80w/8n2mQyYTI/PfmOCj8CBAlFb7fiVkrJ2NgYY2NjO4pJVldXuXnzJhsbGwdSAfyd3/kdXnjhBT73uc/x3ve+l5deeonv+77v49KlS9sy3ztx8+ZNfvZnf5YPfOAD+17DCPvHiACO0IVOR/Wg5frwww9z6NChLgJ0EDFue+2nM9LtwQcf3PGb9EG1gIPqVee835NPPsnU1FTf++gHl1Yq/N9nl2mtXmNC1mlaOrc34N//+VUiGytMT2QYGxvzf1uFaRude++kDk1HceZuiYod3LQFCVPn8cU0GWvnt/jGRgXHsUml0kxNT2/e4JXgVr7GzVyNuq2IaoIjEzFOTMX92T4dTXN8A2NPFKCEH7smPMLp0VMVLrRpOywVG5TqNhFDMpeMMBaPdKh+RSgQkHgzhMpVXtsYelYHm47L2kYTJSRjUY1kVMfoYSSsULtmxnai1nIo1m0iusa4BZoETQicPdq0UmxmEo+DXx2sUavVubNWoOFKErEYC2MW8ZjlXeshGZXrwlK5Qa7SQpMa8+kI43HDm9EbsqLoON7r8nquRtN2iAubd5kOc1ZAwAffp1Jw7m6ZC8sVbNdFCY2ILPL04TQPT8e7Koq6oZMyUqRSKZQLjUadeqNBMWy1RzzPRsui0hb8yc0KLdfFkJK2NcGF5SrL5Tu88D0P8ODR+8P7Lfg8eDsqgLuhl5jkS1/6Er//+7/PuXPnsCyLn/qpn+L7vu/7+O7v/u6hYuE+85nP8BM/8RP86I/+KACf+9zn+OIXv8jnP/95PvGJT/TcxnEcfviHf5h/8A/+AX/8x39MsVjcz2mOcAAYEcARtsG2bc6fP0+pVOrZcoWDiXGD3tU7pRRXrlzh1q1bvOtd79oz0u0gWsDgfWA7jhPO+73vfe/r+9vyIATwzO0ilfwys/YaaAKla8Q1m2t3Cjy20En++sNSxaVk20ylYkjhXb9izebCUpnTx8bpdf/J5/OUSiUMQ/dmGpUbVsxurNe4uFxGaBqmBo2Wyxt3mzTbbR6e8dpHyrFxHYdWs45uGB1fHLx9dNKlWsvmG7dK5KstL4PMdbm5LnnXfJrDE1aYReLrQ/2tBGibe3FdT0SC8ijhvWKT88tV6q02IDF1yfFJi1OzKa9a5Ct/hZRIXyjU0y/R56hKwYXlMtfWajRtF00IUpbGe46OkYlKnwGJzY06Vhyet9i8ALphEBNJLuZc7m64tGwHSnXeXK3ycEqR8ol5u22j63rfBKvtKP70eoGlUsP7YiAkF5fh8YUUJ2fiQ7V+XQV/ej3P7XzNqygLjY22onijzF+yoozHdLqel23nL+goSIeP3y7UOL9cRSCIRrx9NG2XP79dZiplMRE3uq5oSNKlIp5IEvdblbbtUK/VqNXrlMurvFGAlguGlGiRKFosgwXka21uNc13XPgRIPg8eCc99wIxyd/4G3+Dv/E3/gYf//jHuXr1KlJKfvZnf5abN2/y6U9/mo997GN977PVavHqq6/ycz/3c+FjUko++MEP8sorr+y43S/90i8xPT3Nj/3Yj/HHf/zH+zqvEQ4GIwI4QheCTNtoNMpzzz234zBx0AreT4pHsJ9O8tZqtXj99dep1WqcPn26r3mVg2gBAxSLRc6fP086nd5x3m+3ffRLALO5AnruOsQ1XFdRLpfZqNQwoyZCHywJoNF2KbfAihpd7dt0zKBcb1OotZhIbO7TdV1WV1dptVosLCyyuroStvoAbEdxM1dDk5KU6d+4dI2a7XA7X+fwuIVlaEhNJxqNcvfuPY/sxGLEYp7Vx9YvBNfWauSqLTJxE82v6dWaDheXy0wkDGIR7ziq4/9bITY5BpWGzev3SrQdRSpqIHGot9pcWbVJGIJDY54ZsXJccF2/Nby7xfDN9TqXshvoUpCJGTiOQ6nW5qvXcnz3QxOYRi/V8+a/RSc/8n/21soGN/N1LF0Si0ZwHYdK0+ZWQ+PJpKDdanDv7j103RNDWJaFGY1uihs6/Xf8f19ZqbBUaGBFpDerqVxqbZc3ljeYTZlexXdr/7uTZQX/7vj7+kaTu8UGEV3D0KRXZXWhZbu8fqfEdz080bFB5zXoeCwg/h0/vrpawXUd7/n1nhAsHeotl2srZcaPZnrubSukpMtq5uvry0jaCKChJXFsG01K0AzW28NF/L0dCD6TvtkVwN3gOA6PPPIIL730EgDXr18feH3r6+s4jhPGrAWYmZnhrbfe6rnNn/zJn/Av/sW/4OzZs8Mse4S3CSMCOEIXdF3n1KlTTExM7FrZC77V2ra9LwLYSd7K5TJnzpwZKlJuvy1ggFdffZUTJ05w/Pjxgaua/RJAx7aJFS7TaLexbc92pd5sUW20kGaEqDFYtUAphRIS2dEgDub0XOXP0vmw2zbZbBapSRYXFpCati0JuNayabQdLHPz2kspMKWk3GpTbdqYmifcCFpM9XqdWq3G6uoqKEXUsoj7hAZNY7nUIGpoaEGVCEHM1ClUW+SqLWIRq+/zFUKQ3WjRbCvGEhFffSJJWBqFaos7hToLaROh6Dr3vXAj5xlux0wDL99YkI7plGptsuUmRyb6XyN4LdWb+TqGFEQMj6hpUpCMGmw0bSquScqMMjU1RaPRCFWdjuMQ9Y2UY1bMEwB1kMqbhTpSA0OGF5NYRGOjYXO32CATS4SPb794vf++XmnjugrDkJ7wQ3nzfhFNslpp4br0rCLvhXrL8b6UCIHC7Tp8vT3c+1UIiJs65UYboZnIxAQo5X0RTU1Qya/wxhttJiYmmJiYeNuj1XZDIAC5H8QoAarVapeF1fHjx9/2Y25sbPC3//bf5jd/8ze7jj3CO48RARxhG6ampnZNeAB89eb+Km+wGSkXGCwfP358YAK2nxZwMO8H8MgjjwydHdkvAbxz+XWOpiQXhcuVe+uMxSNU24qqDQtjEWZTUa+aEfZFFUr5//BCIxAdpsmxqEHCUFRbDvGoZ43huopqy8YyNFKW12ZrNBosLy+T2GomLWQXAzR0L/XCcRzP9Vl4YgXb9QiMHhIBEYpf4vE48bg3H9hqtajVvLzdtbU1dMOk2fKsT4L5RG9OMIi3G1wI0bY7WpDexUC5Cl0KWo7yBQzeWmAzDk0I2TM9Qilv9k/XNulwMMsI0LAHJytt16Xt0HG98CPfPIlG01ageeQ6sEphfJx2u+0T6jr5fAFd131lrEXUsrBt1xMDSQ2hnC6P62FVuprmt+8RiEDMg8BxFYYxuBI7wGQiwnq11bVf/Db8eGz4Nu2D03GypTrVSIYI/nNlpUkkk3zkuaPEZJ179+7x5ptvhtFqExOej+Y3sxp3UBYwB4mDUAFPTk6iaRorKytdj6+srPQc17l27Ro3b97kB37gB8LHgs9KXde5dOkSJ06c2NeaRhgOIwI4wjZ03vx2w0EIQaSU5HI5stnsNoPlQfYR3OwHQae/n5RyX9FB/RDAlTvXKK5noV5iUSsTn0xzN79Bs+2QNuCR2Tia7HUjV11/DWbhUCA1wXxC41ZFkKu2iBoabdurPDw4G8PUJeXyBuvr66GZdHg/F/i64mCOUxGPRJhN6NzK19GkwDQ0Wn7rci4VJW0ZfotShJ1GKTzygFDomkU8FkWpCRzHoVavMVbb4F6xibDB0CSGEaGpwDI0ppM+4fXXsHWmNDxXnzgIIBMzELrhpX1In0wKge16pEPXdaqVKutrq4yPj3sZxirwKPTXrAURcd4VSEc1shWHWEC0UTi+mjhuDj7DFdEl8Yik0HCJ6J6oBSlotxW6gGREAlveOwKMiIERMUgFRsp+dXA9l8N1HJK6QbnhYupepVdKScv2Km2drf5BsJiJck6X1NuKgJfZSuEoxdGJ2NAE8OGZBDfyderNttdaBtqOS8LUODE1vBL1xGSMpWKcN+w01baLEJKx6Sn+3ncf4z0PeATk+PHjoRo2l8tx/vx5lFKMjY2FXnlvd2rE22UBsx/UarV9E8BIJMLTTz/Nyy+/zIc//GHAO9eXX36Z559/ftvvnzx5kvPnz3c99vM///NsbGzw67/+612eriN8czEigCMMjaB6NywajQb37t3Dtm2ee+65obMuh2kBl8tlXnvttXDe74/+6I/eVjPpjeI6S9ff4tatW2xsbHD6XQ9Ss+HcNQdUlOy9MvHIYETDq9TZpE2NR2MmFdegUGsRS5jMpU2mEia5XI6NjTKzc7NeS5YOOqkIs3KVTyiFpjg5m6TluOSqbTYaNpqEyXiEU3MJQHhd1465r/DfbPlTCGKxBE8cMWmpAsVai4btYjdqoOBoRqdVK9Mg5rX7N2XIPc5287GZlMmEVWFto4Xlt8wbbZeYKTkyEaNYLFIoFJiamg5FPEopv5qqEChcJ5g49EjeiakE69Ui5XobK6LhuIp622UqEWE+FQ0FJJ3+hyJgwOHMnleQVHgt04dnEnz9dplK07PmcRxFy3Y5NGYxGddoNB2f/BJWd2WonxZomiRieBF1KEWr3cYoVMg16pRqbTTfHgcpWMxY3uyjwNuRP/MoNkvJ4TXsFKwoBHFT5+mjY3zjRo5q01uO4yim0xEenR2eLGRiOh88Oc2rt/LkKm2EhEOZKO8+nMaKDE+MhIDnHl7kST1JmTiHDy3yX73nAaaS3fN/W9WwGxsb5HI5lpeXuXTpErFYLCSDmUzmwMnaN8MCZlAclBH0Cy+8wI/8yI/wzDPP8Oyzz/LSSy9RrVZDVfBHP/pRFhYW+NSnPkU0GuWxxx7r2j4QFm59fIRvLkYEcIShsR8vwHw+z9mzZ7Esi3g8vq+g80Fb0YG/X2e7eRARx05r2Gn7VqPOlde/zpXLXqv55MmTICVvXr1H3NRQyhdBDDCzJqSG40eeSQExU3IonQhpkuu6ZLNZ2u02CwuLu8xTylAeERDKiC555vAYhXrLn/mTjCciXckL/a9TkozqvO/4GPeKTXKVJqYhmU4YJKRnlZIvFDwhhBXzrT6iYWbwViilMDSN9x4Z49JqhaViA1fBQsbkoZkEdrVEpVplbnYOM7pJCIJ2dbAPz15n079wNm3y1GKCK6s1Ki0HTQiOjls8NpdESsJr1PkchX/vJX1WcHQqgavgrZUKtZaNLiUPTsd5bC5Bo1rBcVV3tVexq4OfpusszEzwvfEmb61UWC7VEcphwnSY1ytks3bYLg7Mw9U2Yr71n95fHpyKMxXTuVts0LQd7EqRx4+PYUa0bZtu8l5ft9v1stgcV0AKpuOSv/zoNI22ixTCF9MQKoZVJzf1hT4EJFaokMx2QjdM3GialGHwgeOHec/jJ/ccGRFCkEp5NjPHjh2j3W5TKBTI5XJcvHgRx3EYGxsL0zSCL0v7wf3YAq5UKkPZvmzFRz7yEdbW1njxxRfJZrM8+eSTfPnLXw6FIbdv377vzn2E7RgRwBG2od/5u2FawEopbt26xZUrV3j44YeRUnLv3r1hljnwOlzX5fLly9y9e3ebv99BKIl7be+6Lhe+8cdcOH+eZDLJ4cOHkZrkyp012naQ1uH9rnK9ubC9sZn8EOxAbhamsNttlrNZdF1ncXFh1w/isI3bQSgBNClIR3XSUY1gbm9QSKHh+kkaiajBA1MaD053Vx/S6TRKudRrnolybn0d23GIWbFQWax1iIykpqNch2hE492Hx3hs3sZ1QROwuraK3bZZmF/YNT0ljKnTALwhfcdxODTmVdEqDRtdE0QNLXR2Gfj0hUQ5DscmLY5Px6jUbSKawPCHAhsM7tiilGcgnY7pPHdifJM8Kmi2WtTrdSqVCrl8HsMwfCGJpyzebf2ekbRDytJ5VyyFo1xu3iigBbLyLdsq/7FQWa22/dTbLxouNrgQNSSu2k54e/65BzITs+RLFaSm89CxQ0O9Ng3DYHp6munpaZRSVKtVcrkcq6urXLlyxfNz9MlgJpMZqpJ3v1UAg/Pcz5ftTjz//PM9W74AX/nKV3bd9l/+y395IGsYYX8YEcARhsagLWDbtrlw4QL5fD70F8xmswciJNmretdqtTh37hzNZpPTp09va4O8XXnCZ7/6FV5/7RvMz897DvkC8uUq66VK1+/19KjrBQVC6yaAekf0Wb1eZ2UlSyKR8pXcu+8ubLqqzhu3Z2QceN8Nc4MVvvIzXLba+YuFEJJYPE4sHmfCb3XWajU2Kt7sohEJbGbiRE3TswiUAsd1vRaqa7OcXUGTkvn5+cEyZQGUN08XMXTatkM6LsNUEgUdMWt43oJ9RNQJIVBiU5G9dY5wkGpvAO816r1XuoiUANOMYJoRMpk0ruN6QpJ6ndW1VZTaNKmOWRaavrmWjsCVzZSXzhb3PuA6NggvRs4+gFxmACMSJZYaY724wdzUOJnU/mPNhBAkEgkSiQRHjhzBtu2wOvjWW2/Rbre3VQf7uTb3YwWwVqsdSAVwhG8PjAjgCENjkBZwEOlmGAbPPfdcGOl2EEKSvfYR2MukUimeeuqpHfN890MAtxJI13X5xit/xJuvfY3jJ46TSqUAaNsO15dy23cgRF/RZUGbdnMzgaMUUnnnmVvPhWKPviC6VblKKU+a4N/ghicBm/vUe6Rz7LaeSCRCJBIhk8ngOq4XEVarseJ7FlpWzLeZiWE7NtnlLFbMYnJycnD7Hj9CTuDfsH3SK32O5Co/lcRnSsHfN0XU2yPqgooagLObynnASxvY2uz1WpWaJJ6IE0/E/epg06sO+jNwEcMIUzWi0RhK+efvBnOR/vL2ZfDuXQMvRm4HW5ohkJ6cQwiBJiXHD80dzE63QNd1pqamQjeEWq1GLpdjfX2dq1evYppmqCweGxvbscp3v1UA4eBmAEf49sCIAI4wNPolb6urq7z++ussLi7y0EMPdX0rPigl8U776DXvN+g++l1DcFNut9t8/ZU/5fabr3Ly5MmuWbSby/mw9du9PbBHjNfWNi0QEpZqrYptt5mdm8Oy+lc3Sql5lRq8G5YuvWrNvm7+moYbmuAK2vbwObJSkyQSCVKpNK5j02g2aTUbFEslz3cQr7rVpW7uE0IIXJ/8CSl6Xn7ZkYPm+rODu1UHvT88CrUb8R20/iel7ucne7nEfV9PAaZpYpommUwGx3Fp1OvU6jVWVzcAsKJREok4phndTFHZF7zr6iX2CRAHW/0DWJyZINKnT+h+0GlzdPjwYRzHoVAokM/nuXLlCo1Gg0wmE4pJ4vF4+N65H1XA1Wp1VAEcIcSIAI6wDQc1A6iU4urVq9y8eZPHHnuMubnt39gPqgK4tSLSOe/3xBNP7BpQvtM+BkFAACuVCt/4869TWrrKww8/hOyoAPRq/Xbsgd0t8cS29emapNX2hBRKuSwuLKIPclMU0gus90PrpQDbdXYUYPS1S59UefCG+A/CB9d1PauXmBWkjWisN9dJJBO4jsvy8jJSyHBu0IpZu55HYDcj6Gh97oEdq4PuZvVUatJLptAkrbYT5hvvDwLXsXEBXYiQYA4DraM6KIRGo1GjUW9QKBRptVqYprlvexTvveD0fV37RWbKq/6l4jEiMe0dIVeapjE5ORnaVdVqtdBq5vr16xiGEZLBdrt9XxHAVquFbdv7toEZ4dsHIwI4wtDYbQaw3W7z+uuvU61Wed/73rfjt879Eq9gH1vj5M6dO0ej0eg579cLB1EBrFQqvPLKKxjtMkcOLXa1vWxnh9avD0+M0fvGrvBIStBWBHxz5xZLy0ueV10sMRj5w1MPB61PVymk2F9qgUeqNiPTPAKw32rSZkVR+erSfC7PRqXM3Pws0agVHrvRaHjtunwOe9XBsqJYvphkqwpa03WU4wAKd4/K647rCqqDUobtWdfxvAZd1yOHjqP8CuP2VnG/fVGvnWpjHDChUsrFjJhYZpS0PztY81NdAO7euxsmkliW1ddspRAy/AKgDuC5D2CYFlbSq/6dPHGEa1cu3RfkyvvCEWNxcRHHcSgWi+Tzea5fv06tViMSiXDz5k0mJiZIJBLvaCpIpeJ9+RwRwBECjAjgCEND13Wazea2xweJdAvI21YD4EHQK04ulUpx+vTpvmPq9jMDqJSX51sqlZifSOLU29t+58YOrd8AgRFzL+iavq3122w0WMouk0qm/FbkYDdbr/XrYEZN8rkcjXoNM2qFmbTD3FwDhS7gVxNd34dueATrBNCEYDm7QqvVZH5uHqMj5ksIEQodJiYmaLda4exgPuepYsO8YsvyyV/Qpj0AkioEQmpI4VX9bMdFdlQH3a2t4j7brEJ4Lfqg9XtQs3RBS7lToOG12+PELIvb1SrTU9PUGw1KpRJr6+uYkQhWzLvGZsTsuZZA/KILiT0kse6FzOQsQggWZibJpBJetfU+IICd0DQtnA188MEHefPNN6nX65TLZW7duoWmaaGQZHx8vO+oy4NCpVJBCHFgKuARvvUxIoAjbMN+WsD9ztx17gP2NzAdVBGXl5d54403ho6TG4YAOo7D+fPn2djYIBE1cOrFbb9T2KixXtyp9ethp/SVXnN/G+Uy6+s5JqcmSSaT5PN53F0d5LYeTPqVW+XN1yUTVGte4kQ+n8du20StaFjd6OdGJXzbE4JKppAHwFU6I+MclpazIATz8wt7vlaMSIR0JEI6ncF13TCveGV1FSEEUdMknogTNaP7yrIOIWVIfl1Hba8OBrnMKqgMOt5jjrtDddC/AsK3xBN9qsT7gsB1nTDubSuC12E0GiVqRRkby+DYTqgsLpfLAF511SfdUpMeWQ2EH+7BkdWg+mfoGg8e9aIa3X3OqX4zEKQLnThxAtd1KZVK5HI5bt26xcWLF0kmkyFhTCaTb/v5BAKQ+404j/DOYUQARxganS1g13V56623WF5e3uaxt9c+wCNSwxLAgDxduHChr3m/XhimBVzcqPL7f/IaLVcyl8qQu3OG+KHuLOG9Wr8BehPA7seUglxujWqlytz8XDirJehPQRzux3XZ9PrAn53z8mgnJrzZpVqt5s035fLondWzaHTbjcqr3hLe8HVd4hxEVc1ve7dbLVZXVzEiEaamJgeeUZRShoP8QgiajQbVWpVSqcxqc82vbHlk14xEBr4RK6UQKmh7bydVARmUeHOD5ZJnVh28R7ZWBwObmcBH8aBn6YLrKoXE6VGlC19zHZdB0zUSyQSJZAKlvAr01upgLJ4gakY8EdIBcpmMr/x98MhiKPy4HwUWW+E4DhG/Si2lZGxsjLExr43dbDbJ5XLkcjnu3LmDEKKrOhiJDBfrtxsCD8D7nTiP8M3DiACOMDQCG5hGo8HZs2dxHIfTp08P1GIIPsRt2x7qQ6/VaoU5k+95z3uGzvMdtAV84WaW3/iPb1ByTSwrgvvaa0zrVWZmHUxjk8jezOZptff2SvQMhxUtx8VxFaamoeve7BeA6zhkV1ZAKRYWFruMjoXcTLTo40xRqk3g76dp0mstdsAwDNLpNOl0uqt6trq6AgqsmEXMimPFLDRNQ9P0cD7Rmyl02S8DEMIjKY16nbXVVRKpJGOZsSEcmTvgp02YpkncsrBdF9txqNdq1Oo1stkSAq9FZsW86lY/JEP684SyB/nrOrxS5PN5qpUKc3NzRE1zR5sZlEJpm6klBwdfoLED+Quxy3UWAqLWZnXQbts0my2qtSob5QJK+e34WAwrGh3cl7EDETOGlcyQTsRZmN38UvmtQAB362qYpsn8/Dzz8/O4rutZOPlksFd18CDOdWQBM8JWjAjgCNswSAu42WzyyiuvMDExwaOPPjpwFc8jIcO1Xzc2NnjttdfCoeb9qBc1TaPd3j671ws3bt3mN/7jJcoiziOHJ3DXr7EmW9wqu5y5s8H7jmcAr/W7Vti99Rug6cLFlTrFZg1XKdIxkxOTFtNJk1arTTa7jGWaTExN9bgZ9O8J4hHKzSqT7Ti7zul1Vs+UmqTZbFGvVymVS6ytrWFaUWKWRdxvFUtN23+1Snm+cZWNDdZz60xMTB6IdYWme/OEUkDbb4HqmkYymSSZTOIqRbPZoFarUygUWF1dJRqNetVRyzu/be8NIUIxyW58ylWKtbVVms0m8/PzYVt9J5sZoUlcx0XTvJSSQUyod4MUAtcFdxclcafPYT/QDZ2IaZJIxHCD6mC9TrFYZK3dJmqaISGMGMZA3w3S/uzfyRNHuq79/TgDuBX9klQpJZlMhkwmw4kTJ2i1WuRyOfL5PK+//jpKKcbHx8MKYeChOigqlUqXTc0II4wI4AhDQSlFLpejWq1y6tQpDh8+PPQHyzBWMMG837Fjxzh+/Dh/+Id/+LZEuXUiaHP/+ZUl2maGhyeTyNo67eISUR3iusuV1TJPH04hheLmcsG/AXRmpnqzXEp5wa8Kr+J3teiy0W6StCIYus5auU653uKxmSitco5MJs342PgOtaDt7WPXhduFGncLdVqOy2TC5Mh4lKSph+1mTcqBWsdCCKJRk2jUZGwM2m2bZrNJpbJBoVAgYuhEo9aeeb57HkfTyefWKZdKzM/NETH3Z0sSrD0kUjtQXikEVtTCilpMjI/Ttm2/FV6lkC+g+XnFsViMqBX1VdMSpZxdFc+O67KysoJyXebnF9B3+JIU2MwIzf9iJCSO64Rr7TKhHoIMBubMeyVzKAYzge5sVSvX3awOMobdtqnX6yEh1DQtFOtE96gOBtW/xdkp0snuytW3wgzgsEkgkUiEubk55ubmUEqx4Rt4Ly0t8dZbb5FIJEIymE6n+z7GqAI4wlaMCOAIA8NxHC5cuMDa2hqRSIQjR47sa3+DEEClFJcvX+bOnTtd8377tXHZqwrZarU4e/Ys7Xabhx55F3/ytSUMt0kjewXwuJ0uwHYULdtlNVek2WptrnuH/QpgdaNJuQnpuIZlRgBFJBFltVTnrXsF3ndihnQq5cd0bV+jlN0zgErBubslbuaqCEBqgkLNIVuq875j4ySjOoYmsQdUDueqLW7na1SbLilL58hEgnQiTiIRx3Vdr3pWre2Z57sbFLCWzdJo1FlcXEDTD0Yp6VE+NdA8naHrpFMp0qkUbkde8fr6Oo7jYMXjWNEoyXgcpXpb6Ni2TTabRdN1ZufnkH2Q4sCcW9MkoIHsYUIdtIohtJmB3TvkQRzfnskcaoDkDgVKKI+s9lAp64ZO0kiSTCVRCho+GSwUCrRtGysaDQmhsaU6mJ6aI2LoPHBkYdthv9VbwP1CCEEqlSKVSnHs2DHa7XboO3jhwgUcx2FsbCxsF+/WBRkRwBG2YkQAR9iG3b5Z12o1zpw5g67rPPHEE5w7d27fx+uXALZaLV5//XXq9Trve9/7uvys3q4sX9hsNadSKd797nezXrVJRrKs33iDBN6MnhCCahtmYgatVouVwkbfx662PEWuxJ/3Ul5ag3TaqGiMdDK+Lf4teI6EkGhSR0iBlDoCWKs0uFOsY0U0IppnT4JyydfaXF+v8uRieuB4rjuFOmfvlGjaLpoULJeb3MnXeObIGDMpE0PXkdKLZ+vK890os76+TsSMeGTQimGaERCCpu1yK1djudRACsFMKkLMriBxmVuYR9f14UMpPLYDeITKU+iqodvTUnS2whXNVotGo0m1skE+l/NsZuLe+UdNEyEErVaLbDbrWdNMTvoVvj3gG2nrWndFcS8T6p2EJOFu/WugSYmzRzLHIGpjqXkqdSHlnq8nIbz5USvmeTfabduz6vEJoaZpoQ1RKjNOLJnhwaOHeiZ+fCu0gN+OLGDDMJiZmWFmZgalFJVKhVwuRzab5fLly8RisbA6mMlkuo5frVYPzAPwN37jN/j0pz9NNpvliSee4LOf/SzPPvtsz9/9zd/8Tf7Vv/pXvPHGGwA8/fTT/Mqv/MqOvz/CNw8jAjhC31hbW+P1119nfn6ehx9+mHq9vu8UD+iPAAYkLPAW3GrdcRBGzr22z2aznD9/nmPHjnHixAmEEMymdd4VL/JKqUBDl5i6pFi1ESgenUtwY3lv1W8nIn4bTCFQrkOtVgUFuhklEdXp5CwCwgqQt42LUg7KcVCujQJylQaO4xI1DZTvOSeEJGrorFZsdMPAcV1feOLtVynlGy2rbZ6MtuPy5vIGbVeRiRneKgSUq20uLG8wm452E6steb6O41Cv1anVq2RLJRACw7R4I+dQqHuE0nUVt/JVZmKS7z41TzSiDeXPly03ubSyQb7aJmpIjk/GeWg6gRT78/yrtx3KDRvL0EhFdaI+0ZsYy9DyW8X1Wo2VchYAM2LSaDRIpdOMj431364UEiEc/3ruMpu5h81MV3UQgcBFE6JvAtyXf6PyXjeGpu3aUt4JuqGTMrzqlnI9I+96vU4un6NqS/T4EicPz1Cr1bAsK7yGKkiuuc8J4Nu9RiFEOL969OhRbNsOq4Nvvvkm7XabsbExWq0WsVjswAjg7/zO7/DCCy/wuc99jve+97289NJLfN/3fR+XLl3q6cDwla98hb/1t/4Wzz33HNFolF/91V/lL/2lv8SFCxdYWNhe3R3hm4cRARyhJzptSZRSXLt2jRs3bvDoo48yPz8PbFbd9vtBtxcB7EXCBt1HP2vorAB2xtg9/vjjzMzMhD/bKKzxeLyC9sAEb2U3qLcdZlMGk6KNbrf6Uv12YiZpYhmSct3GbDQwdB1lRBCO4shkfM+KTNdzhWfCrAAXL90D5XoEwXWJGALbF7tsN53Z3B8dFcZS1abSViSipqc49n/XMnXKTYdSrU0qqu/IVzSt00JE0Ww0uLhUZq3cJKqBJiQuLrouKbQE2XKLhTFz4BmvpWKdP7teoO0oDE1Qrtu8dmeDcqPN+46ND0X+HKV4/W6Jq2s12o6LFILZlMmzR8eIRzRsv6qWTCRIJrzzKxaLFPx5t1KpRLPRCJXFEV9IYruK2/kaaxstNCk4NG4xk4rCELYvW21m6i2HRtshFpEYUqCkN//oBtdzr9lB1d8MoGf8bXMAjj8IKcLq4Ky5yPjCcU4sTIWpGqZphm3OVCrln8b9PwO43xbwINB1nenpaaanp1FKUa1Wyefz/NZv/Ra//uu/TjQa5fDhw/yH//Af+K7v+q6hDaE/85nP8BM/8RP86I/+KACf+9zn+OIXv8jnP/95PvGJT2z7/X/zb/5N17//+T//5/yf/+f/ycsvv8xHP/rRodYwwsFgRABH2BW7RboFVbj9tjp2Im87zfvttI+DagHbts358+cpl8vbzrndanLn8usYmuDJxTTvmk9hu4pGrcLFy0VWi/23fgNEDY0TYzqX1+q0MHCUgYng5GyCuVR/Agivgud5/E0nDKKGpNqCZMQ/J1dhOy7zmT5ngELy74BykcoF1wYpEW7QXnXR8FrJIlC5CDyCEcgtRAfR9P8SiyeoqjoR0yUqXVrtNlKTKMelZbvcXC0waWUwe3gO7rbei8sV2o7yyKh/8Gbb4WauzkPTLTLW4POEF5cqXFiuoEtB1NBwXMXtYpP2tTx/6ZFptoppy+UyxVKJmelp4vE4tm2H8WqFYhFNSgwzypk1h/Wq7RN3wVvZDR5ZyPD0odTQbep62+VrNwvcLdRxXUXEkDwym+DRuSSarmEHSTRq8ytFLxNqtWUG0HYUl1eq3MzXcZXLYsbi5EyCaGSfHoXKm3+9la/jKphLmxwas0hPzXHiyCKPPHAU8D5fCoUCuVyOS5cu0fJna7PZLNPT01iWNdzx32a8k1VKIQSJRIJEIsEnP/lJPvaxj/HRj36UfD7PT/3UT7G8vMx3fud38nM/93N813d9V9/7bbVavPrqq/zcz/1c+JiUkg9+8IO88sorfe2jVqvRbrcZHx8f9LRGOGCMCOAIO2JjY4MzZ84Qj8d7Rrp1mjjvJ9aoFwFst9ucO3eu57xfv/sYBEELuFar8dprrxGJRDh9+nSXN6FSiruXX8dubcbfaVKgSUFDwb31CvOLmYGOq/BIQ8Sp88xCDCMxhq0U6ahOwuxvBi6oAAYENmEaPDKX4uJSmXzNa/VKAfNjFkfHB//WPxY3SJg65YZNWpOe9YlS1Nsu4zGDpBlUObys3k6CsbP4ReHYbVrSxbQsdClRKJq1NkrA2vo6SilfRBInFrOQ/gBcp+ehcj2y0rBdivU2phHccD1iZeqSjaZNvjo4AbRdl6trFTQpsCLesTVNInFYr7XJlhvMJE1/TYpCoUB5o8zs7CyWP4yv6zqpZJKUbzPTaDQ4d6fISqmJIb22tJDQVhoXl4ocykSYSgxu8+EqxVcur5MtN9ClRNMkjbbLq3cr6Jrk1EwCqWl4djUdIwSuu0kG/UqipzT2rWkcePnSOkulZlj6Xau0uZFv8qFHJokYQ1bhFHz9VpELS5Wwwn1heYPFqTF+8rHxMPHDu+Yak5OTTE5OhrGLr776KrlcjuvXr4fxf73m3t5JHIQI5KCQyWSYm5vjAx/4AP/gH/wDLl++zJe//OWBRSGBAKqzIwIwMzPDW2+91dc+Pv7xjzM/P88HP/jBgY49wsFjRABH6Inl5eU9265CiH3P3sF28tZJPN/3vvf1RS73k+UbrKHdbvPKK6+EM45bbyTrSzfZKKz13P5OrkzLHqz1q5RibX2deq1GIh5H03UmfULRy6C55z7w2metdpuVlRUS8TiWZXFsMsFYzGCl3MBxFeNxk8mEgTZE20wTgnctpPjGnTKFaisknImozrvmU/2JGzrgKkVStnBcF92MoGsSlKLtuOhScGI2w3w6Sss3Fy4W8qyutDBNczOeLmJ4s21+xdHQNO81oBT41jugUELgIkKPws2Zx04S2dtSpN52adouutbhP4dnnm03bapNG5KemfP62hqNRoP5ufkdDc2lEMQsi7VmGV3XMQ2Bcn1hitui7Uou3cuTOJLBNKMDXdeVjRarG00imkTz16tJjXrL5sJShYdnEv5zL2CLkGSrAXXwPlIKbuRrLJWaGFIg5eYMXqHa4EJ2g6cOpfpeYyeWC3Md6QAA3cVJREFUSk0uLHkembr0nkdHwZVajEsbEb53B9W4Z0Xkkesnn3wS13XD6mAw99bpmfdOVQeDuL/7hYzCpgpYCMHDDz/Mww8//E1fwz/6R/+I3/7t3+YrX/nKvnxbRzgYjAjgCNuglGJtba2vWLXOOLhh0UkAg3m/o0eP8sADD+wrl7hfKKVYXfVMeh977DEWFxe3/U69UiJ781LP7YuVOvlyDVBI6dVOXF+FKpT39zDL1Z/tdxyH5eVlhJAsLi5SLBVxfcKnCYHtuHuO4Stv8ZimycLCAvVazUsUyOcwdC++7Wgm3tvAeEDMpqN8Z0TjTqFOteWQjhnMp0wS5mAfIY7rsrqywrjhcHQywdKGTa3aQqGIaBrHJ2PMpaIIBKZpeqa3Y15bvl6vU61WKRR9xWiHJ58uJYfHTK6s1ohIB03zyFW15ZA0NWbiOu4Or4/w2nRcIyEkMVMQ0XWajiKia7hKIHGxkWhSIx6NoBSsrKziODbz8/N9VXwcx/Wj3qTn8qIbRJSDXbexXZfVlVUUCitqharYvfKKS/U2ru/t2HESRHSNetuh0XKIb3mueppQOy4bGxueAtt1uVesgyIkf+D5NErX5na+PjQBvJGr4aIw5OY8ojAs3Ng4ryy1eX6XbQOCKqVESsnU1BRTU1Ph3Fsul2N1dZUrV67sqop9OxFUWO+XCiB4rdf92sBMTk6iaRorKytdj6+srDA7O7vrtv/4H/9j/tE/+kf8p//0n3j88cf3tY4RDgYjAjjCNggheOKJJ/qqqAVxcPtBQCIvX77M7du3t4ku+sGwlUjXdbl48SIrKytomtaT/Dm2za23zoaWG10/c1yu3VtHKXBd36ctQGcrtCNftdlssrycJZZIMDU+jtSEl9CAd1NWKLTOG+6mFXA4VOftzsUFDKlhaDqxqMnkxAS2Y1Or1qhVq2SXl9E0ScyKYcW9eDMhvHarVyMj/NNbb8exgmoZCik1ElGNU3NJb41D+LNseuJpLC7Msyg17hVqrFWaaEIynYwwkzJ7Vr50Xe9I7HBp1BvUajXWc15LKmbFOJYyKdYM1msOqu0ZKFuG5D2HM0T0Pm78HeeklIMGPDBlcf5emUbLwdAkbQW1ls1symQiKlhauofUJPOdHn890kKEPx8pgIXxBBeXy7hBBVO52EogNY3jc5McHovSajap+oR+bW0N0zR3zSuORTTviwcgwcsHdF1sxyWiy47WeG9IIXAcz7BaSul98QtnOTtf04DjeDYs+/hO0XY8wtl5Hu3oBJH0FLX27p87O83Wdc69HTlypEsVe/HixYE88/aL4LPofqsA7lcFHIlEePrpp3n55Zf58Ic/DHjPx8svv8zzz+9M23/t136Nf/gP/yF/8Ad/wDPPPLOvNYxwcBgRwBF64ptReevE6uoqmqb1Ne93UOtoNpucOXMG13V58sknee2113r+3tL1i7Tq1Z4/u7mSp9m2w9mpgFDthEqlwuraGmPj42TS6U0rlmD2SgocR3WRke5Juk2xh0fXBEps/o7HQQSxeJxYPA4C6jWvcra6uuYZGMdixHesLPUgdtKLUBN+4ogQglAH4q9h86Q9wrD19dNqNlnOZknEY4xPTKFJz5vu6EScoxMxb6tgm44ZNOWT3qCqKoXAVcJX3XoKaS+erkalWuWE1WbKkLSJEI+bHJ9IYkZ0b0+q99p2w6PzSW8WcL1OvWWjScnimMW7F+IsLS8RjUaZmpzq3udWcrxlJvLUjMXdfIVKo4XQdFAuSikWMhaL6QgoFdrojPk2OrVajVq9TjbrVY3jsThW3Iuo0zSNxfEY6ZhJvm4T1aVH6BC4SB6YThExDG/2jyCLxn+ufPsfx7ZZzmYxDIPp6amQzB6ZiHEtV8NxXa+6KKUffQeHxqK4jttTSLIXZlMm19aruMqbT3V1C5GZQxgm7z2a2XXbfj0At6pie3nmBWRwkESNftBZpbxfcFA2MC+88AI/8iM/wjPPPMOzzz7LSy+9RLVaDVXBH/3oR1lYWOBTn/oUAL/6q7/Kiy++yBe+8AWOHj1KNutZJQVkfYR3DiMCOMK+sF8CuLGxwd27d5FS9hSaDLKOQWYAS6USZ86cYWxsjMcee4xms4njVzY6b+aF1SUKK3d776NSZyXvqX73mtdSQLFQoFAsMjMzQyKR6KooBvNsu7V+AxKxaforutYqNC28OQdbCESYtKCUou0bNJfLZdbW1zEjnkFzPN67VawA0UFoDF3z1thB+FTn4ti0DgpQrVZZW1sjM5YhnUp781FKQ/l2OZoUfirJzqQ3gNtFpfw1GREMI0IqlcFVUKtWaNRrVGolVpbL4dygFbOQQobPcVgBFf7ffPuTkMQLkErwniNjPDqfZqPexjQ0TGGzspIllUp5Hn/IcD0iqND6RHNTUSsCpk/GivD9j0zzZrbK3XyViBHhyISnrNWkRKDwtS0ovHnQZDJJIpkABY1mg3qtTiGXZ7W9QjQaxYpZfMfRJH96s0Sx4aBshS4EJyYsnlqMd7W/1Za/2e0Wy9ksVtRicnJyM1UEODIZ51i+wfX1Gm0bkC4owUzS5NH5tKfeJngd+66DoVG5CkvMYQFceF9eHpiK82a2Qr7WBhTN+CRaNMO4ZfDD79ndG26YGLitnnmdiRpvvPEGruuGreL95O0GcBwnnJG+H6CUOpAWMMBHPvIR1tbWePHFF8lmszz55JN8+ctfDrs2t2/f7jrv/+V/+V9otVr84A/+YNd+PvnJT/KLv/iL+17PCMNjRABH2Bd0XR96BjCY9xsbGwPYl5J4kBbw0tISFy5c4IEHHuDo0aNe7qoWKEw3CWCrUePe1Td67sNxXK7eW998IDCpdd3wBhpAKcXK6irNRoPFhQWilrV9Hk0I78a2w5o3q37+r7OlSivEFvIHuuw26BU9DJq9rNsapVIJKWU4cxaQJdlBKgVg29vjvnZDqVSiUCgwNTXVcfMRoQhjXzYiWyCkhnQdMukUdiLBhFIhWcrn89irNlErGs4OBq831dX63fRTDC62lBqWrjATEarVKktra4yNjZFOp32T7s7170VivT9jEY1njo7x7NFM1/kr1UtB7Vvq+LU7K2phmRYTE+O025sm1PVGgafHderSQgmN2bEEY7FISNYVwTiBdwyJoNFssJLNkk4mGZ8Y9yvSm2MAEsH3PDzB8UmLG7kGrnI5lIlyYjKOoQnffNoz8lbK8Udchd8iFn55D58Ebr63dA3+8qNTnLtb5lrRJTJ7jO96bI7/3+lFDo3tLtw4CHuVrYkanXm7ly5dIh6Pd/kODnq8+9GoulKpdFla7QfPP//8ji3fr3zlK13/vnnz5oEcc4SDx4gAjtATb2cLWCnFlStXuHXrFo8//jjtdpulpaVhltm1jr2IaKev4JNPPsnU1FT4s+DDOvjgdl2X22+dxXV67/PWSsFr/QbbBwRwSwvVdhyyy8sIKVk8tIiuG151YMv+dE1S2yGbd3M+T22r+gUQQnqefR3raftViJ2gaVrHXJ1n0BwM0TurfqvY8ipnuq4jpeiKJ9sNSilyuRzVapXZuTmiHRUVqUmPAItAfHAwUMojyLYvphFCeGQpajE+Ph5WP2v1Gvl83otv8yuDUXMHz0HhmSjrUrBRLpPL5baQ2eEg/Xg+Z8Dz3xSseFU1XdfDrFhXuTSaTZq1GhvVDQorRRo+2d1s93dUZhs1VlZWyGQypNMZb/QA6EVcj4zHeGAqTtveJKubrwWBkAKU8OIMfSsgVyk6XaLDqqA/MmAZGu87luH/e/JdfOd3PNf3Z85Bk6utebutViusDp4/fx6lVFd1cCeV99Y13k8CEDjYKLgRvj0wIoAj7AuDEsDA369Wq3H69GkSiQTZbPbArWR6HbfT0HrrB2Gnp6Gu66zevkJto9hzX6Vqg2y+3P1gQAA77p1Nf+4tFottkk21vYAmpfDvk9vJwNZ5v57kL8y67dhODTbrJkV3q7jVblOv1ylvlFnLrWNFTaJRa8dWcSdc12V1dZW2bbOwsNA9Z+gTKuEf0+2TUO65fs2bUwxi5XrBMAzS6bRXuVOuF09Xq4WKRsuyvNk6ywpfD1J6SSrruTylcomZ2Rms6P6tRQbJ2+0XUkgS8QSxqMXY+DitVpDHvOHlMUcMT0hixXAch7W1NSYmJvqqCklNo2W3d42IEx1iF6QMrWW6/wMCqZGUmFaMp558YqDX6tudAxyJRJidnWV2djb0Hczlcty9e5c333yTZDLZVR3stfb7zQImUEiPCOAInRgRwBH2hUFsYHYylj4IL8Hd9lGtVnnttdewLKvruNWmzZk7JVY2mqSjOpW2R14qxXVW71zruS/Hdbl2b7sXoDfmJby5Pk1jo1JhbW2N8fFx0r7YIyApnQhogKesZdvP9iJ/ne3UANoAlbpeEEIQtSzMSIRMOo3rOtR8IclOreIAtm2HStL5+fluWxK8SiXKQe5C1IZYMK7jDEQopZDE43Hi8TiTTIaeg6VSKVTdxhIJrKhJuVSivofH30DLlRqSwat//exXqM15vM52v+u6Ybs/W8riui5RP2llz4qaEAjl9pcP3LXZ5ms2yJpWrgpFMcp1eeCBB4lFzYFm5oaZARwWQojwS8Px48dptVrkcrmQEAohwurg+Ph4+Pq43yqAjUYD13VHBHCELowI4Ag90e8HbL82MLv5+x2EkninfaytrXHu3DkOHTrEQw89FB43W2rwz/7zDa6vV/2bk4CaxpE768QLV3Y8zu2VAo1Wb8Ib3Ezzea9aNDs7Q8zykjek3E7+wGv9Or7wIxCF7CX26IKUXlxD8M9ASLKvG6RAdZhQ67oeKvZ2bBXHYui6ztrampfMMDm5TRgTiFSUwiMCBwQpJI7roIY85V6eg7VajXqjTimfw1UQT3ixbrqhdxHeQRHYp3hin4MlMZoE2+59XaWUJBIJHMemVqt6dkGuQ6lU3CS8vlgmEjHorFMbuk7bz48eFmF10OdESinMaJSnnnoKoOu9G/j77UQG38n5ukgkwtzcHHNzc7iuG1ZXb9++3VUdlFLeV1nF1arnYjAigCN0YkQAR9gXNE2j2Wzu+HOlFFevXuXmzZu8613v6mkWelAE0N0yTH/z5k2uXr3Ko48+yvz8fNfPfvfVe1xZrXBsMoahSRxXceZqkd/+8h/zQ4+nMbTtH96laoPlXHnb4wHaLpy/tUa95TAzNYFm+D5jQvScddOkCNM+hJQEOthdxR4d2Kr6Dbbf740nnNFju0hja6s4mKsrlkq0Wy10XUfTdex2u7tVHFRHAV3vL+Wkv8UKHNdG17UD26fnOZimUqlgRExS6RSNeqPLc7Bfg+at0HTP9uWgyZ+QEsfe7T2kyBcKbJTLzM3Nb6pcx8ZDk+1arUaxWET6vpGxmIVlxfZt9N5zvULwnqefIRGP47pumJzhum74HxASqc7q4P0isJBShtXBEydO0Gw2w+pgLpdDKcXFixfD6uB+RG77RaVSQUp53+Ymj/DOYEQAR9gXdmsBd87dBfN+O+3jIFvAjuNw4cIFcrkczz77LOl0uut3c9UWF7MbTCdNDM27kWhSMGWvsF5cY7kc4fBYd2au47pcW1pnJ6yV61zIKxqOTSQSYWWpws18k/cczTARj+JundGje+JP+CrJoOULYndrGdFdpQMwNBkKIIaF6GxTC9jNWidQFTeaTex227MQEYJarcbSllZxPJHw/P2EwLY7bWSGh1IKqeSB7hO81202m8U0TaamPI+/RDyBQtH25+rKG2V/ri6yWTkzI3sSOwm+5c3BQtck7R2fK8X6eo5arcb8/DyG0d3G7jTZVn5ecc2v8EIew9A9QhiPD0x4d8J4OsXJRx4FNgVYQcvUdd2QDHZmXHdGT94PBHArTNNkfn6e+fl57t27x9LSEqZpcuvWLS5evEgqlQpnBxOJxDe1QtgZAzfCCAFGBHCEfWGnFnClUuG1117bNu/XCwEBHFS4sHUfruvSaDR47bXXkFLy3HPP9fTzajteYofWEWTvNivoG3dpEKHXffT2SoFGs3cbrNZo8NWrWeqOYDJhYhg6roJivc35pQofOGH0VP1urVi5jkOr1cKIRJBCUG15cVvluo0V0VjMRBmPezfvbapfKWjvkwR54SKba9Lk7pU6pfyq0kaZ2bnZUByxTVWcL7C6uoplWSSTcUxz8MpZL2i6jmPbaJpEiIMhVc1mk5XVVdLJBKlMpovQCbbb6NTrdW92MFtCILZ5DnatV2oHZnnTtV9dp93u/SVMKcXq2iqtZov5+fk9r7voqPBOCkKT7Wq9Rq5f5fQeEALe88y7d5yR62z/bq0OOo5Ds9lEKYVt27u2it9JuK6LaZqcOHGCEydO0Gg0QmXxrVu30DQtJIPj4+MHRqx3wogAjtALIwI4Qk/sxwZmZWWF119/nSNHjvDggw/uua/Ob/7DDk5rmkar1eKVV15hcnKSRx99dMcbw1QiwnwmyvW1GgnTs+Owl9+i1lYk45KpZDdpLO/S+t3Y2ODm8jpNZWDp7fBcpYCEqVOoNijX26StTQIsBF3ESgGGbhAxIywtLXnERotyYd2m1nbDHOEbuRpPHUpzZCKxRfXrebHt97NddqiJg2iwneAql7XVNZqtZk9xRNAqjkajTEpJq9mk2ahTLJVpNf3KWTxGPBbHiBhDtURd1z3Q1m+tVmN1dZXxsTFSW6rGvaBpWjgbqfbwHNQNwzdBPtjqn+u6aKr3+bvKi3ZzHbfvnOJO6JqBinhzb+l0pks5HeYVW14aScyyvPZ2H5ifnuDQsYf6+t2t1cHl5WXu3LnDqVOnQhIIm9XB+8V8eetnWTQaDauDrutSKpXI5XLcuHGDCxcukE6nQ0L4dhC1gACOMEInRgRwhH2hkwD2M++30z7Aa90OSwDX19dptVqcOnWKw4cP7/oBqmuS/+rxOX7zT25ybb1GvHyDVrGMK3SeWEyTtEy/9eRVHa72aP0qIJ/PUS6XGZ+YQKtVkR2egYpNZW93PLDyKmsdhr+u6yI1jdmZWRSKWq3On10vUKzZxHUwNB2padRtlzeWNphLmhgd2bbenN7exKLatLm8WuFeqYkEFscsHppOEDUkQkpcx/bTK3a3KXEch2w2ixCChfmFXZ8zqeko18GMRDAiBslUuiParEap2NEqjnmVp35EFkLTwHF88rf/m+XGxgbruXWmp2ZIJuID+xPu5TlomlFM0yO9w1bOesE0Iz2rf8FzJDXJXGdOcZ/QNUnb7q54dyqn8SP4alvyioMKqGlG6PW86JrkqSefQg7xPl9aWuKtt97i8ccfZ2pqqmteMKgOhmvdQ0jydmO3NrWUkrGxMcbGxnjggQeo1+thdfDGjRsYhhGSwbGxsQOpDo4qgCP0wogAjrAvBARwq8/eII7znQRwULiuy6VLl7h37x5SSo4cOdLXdu8+nOFjf/EEL5+5zI1cjsxUlES7wSMTGsonchK4uVqk1XY6blgCx7HJZrO0Wi0WFxZB04mtNChWIKqCSDBJtdkkHjVIRTffZrovOAnMnQOiEYg9BAJhmNRcjUxcR5dg2w7tdgvhuBTbDjdXCxybTqPruhcf5+4tKqi3HP74ap5Cve3NPSrFheUNVist/sKJMSLGptLY0HeeJWy1WmRXsphmlKmpSaSQVJs2lZZDPKKRMLs/UgKLGiEFwt9lpwF1MHMWqor7EVn4gpKDSBFRKIrFIqVSidnZORLx2IFUFDs9B23XpdWoU63u7jk4KITwXhtbYdve69OIGExNTQ2hWlaBU99uRw+V02NjYzi2Ta1e90j9Lu3w4wvTzCweG3A9cOfOHa5cucITTzzBxMQE0LtVHJDBd7o6OEg3w7IsFhYWWFhYwHVdisUiuVyOa9euUa/XyWQyISGMxWJDkbhRBXCEXhgRwBF6YhAbmKD1GovFhsrz7RzuHgStVotz587RbDZ56qmn+MY3vjHQ9g9ORlETJez3HQbgypVKlxdfudogu17q2qbdbpNdyaJpGocWD6HrGgjJqfk0X73apNh0iboutt0moktOzSTQpB/l5fvzbVX67ij2EAJNSrSIBkSwXWjVGzQaDW7fKWPoOslkgqgVw4xEdn3OrudqFOptUlE9PJ7z/2fvveMkq+t0//c5p3LunCbnGWaYCDLIEtQVFGSGpKvuNa0r7jWseHUVr3p1d70GrqyBvWu4P0UXMwOIIEGBkRVhgQlMYGaYnLq7QndXTid8f3+cqtNV3VWdJ+DW8yLMVDjneyqc89Tn83mexxDEUgVOJYssaFastdQjf7l8jnA4TCAQoCnUhGoIdpwY4sRQDs0Q2GSJWU0u1s8O4bDJw+bMNeYdhw+xQlVcT2QxolUsyzKSEDNC/gbK4oiublxu16TypCcKl9OJTZbxeMbwHCyRpcm0w201Zv/UilzftrZWplIdncqsojJSSFLOKx4y5z9dbhftzUHmzps/6erf8ePHOXLkCOvWrSMUCtV8TD0hSZkUnu3q4FSVyrIs09zcTHNzM4sXLyabzVrVwSNHjuBwOKqqgxMlmel0ukEAGxiFBgFsYFpIJBJmJWzWrAnN+9XDZJXAqVSK7du34/f7ueSSS9A0zTrZT/TE23v4ZbRC3vq7JMtWxUqv0frN5fP09/fh9wdobmlBpuzdZzA35CTVIjNYlCliwx9wML/VS0fQTTkdS1FkdHQMTRvT3NljV2jyOAin8jjcdisDNqvq+FwOls5pQ5GhkM+RSmeIJ/qQkPB6vTXNmQGiqQKKVE02FVlCSDLRZJ4FzSYBMwfVar/esViM1tZWq7q741ScQ9EMTpuMxyGj6oIj0SxCwKULW9B1DQkmXFEriyzSKkR0yBouvJqgOVuwWsVenw+Xy4nX7WE6Q4/lGUZVVU1lrMOJJAxmWqArSRKqqlo0rJbnYC5nmmwPxYdQFMWqgLrcrrrVO7lG9a9YLNDX14c/EKC5qYmpkD9JkhCSRE0l1CS2UdkON30VMzR77Rw6Geb0wDO0trbS2to6JokRQnD06FFOnDjB+vXrCQQCE15DPSFJZZWw/LiRNjMzgXKi0HRR/mEwa9YsdF23qoMHDx6kUChUVQfdbnfd828jBaSBWmgQwAbqwpwHq5NPWzHvJ0kSS5ZMbKi7Hkb6+I2Fssik0lS6vM6JEsDEQJh45HTVbZIkYZTIyslIvEr1mywRoJaWFoJ1LkQtHoU5bT4CFSfask+fIstoqlrKqxXIkjl3Z12kSzGpZQJ6QZefVEEjnlXN5woJpwIru/w4SvN/HrcXj8ecVysU8mQzWQYGq82Zy21UmyJT69UVQlieh3ZZQRvxHgghGIrHSSYTdHZ2Wj5imaLGiYEcTpuMy25ewJXS2eT0UI5UQcfvkCedSnIomuHF43FUfTj7OOi2ccXibuxo5HJ54oNDRLTIpP34MkWNgmrgtksMxiJISHR3d5sXf4mKLNyZg20cE+VKCxZDGORzebLZ7JiegwKQFBtGhf1SuTobCoUIBUNTWqsZsSaNsiyaLmw2G0vmzeKiDRton7OYwcFBotEoL7/8Mqqq0tLSYhFCl8tlreXQoUP09vayfv36SY2UjMRkbWZmggyeiSSQSuUwmKKlsufg4cOHcTqd1v2hUKhq/zNFAP/1X/+VO+64g/7+flavXs23v/1tLr744rqP/9WvfsXnPvc5jh07xuLFi/nqV7/Km9/85mmvo4GZQYMANjBpVM77lVuv0zVnnUiknBCCw4cPc/To0VEik5FZvmNBU4v0Htoz6nZZljGEIJnJ01tq/RrA4MCAaXXS2YlnDCNVWZKrLspV+9R1BObMX7kKJ+oQXglBq9/JlUvaODaYI55V8ToVZofctPocCEO3ZgnN/dYWICSTSaKxGE6Hgya7g1MC8qqO026+TzkN7DL0hNzIsjSK/BlCEI1GKdSIQcsVDXRD4LZXv+d2RSJjSGTzKkGXa1LkL6fq7DgZRxcCn1MpeSOadjq7Tqe4Ymk7Xo8XvSmEpmo1W8VmkkW1H19eNXj++BCnhnLohkASOvOCdjYu7Sxd8OWaKS3ThU2RKarFCbd0ZUm2Kj5jeQ76RgzzZzKZSeX61oPdpmAICcTMvhZ2m8LczmZae+ajKAptbW20tbUhhCCdThOLxejr62P//v1mNF9rq2VKvWHDhhlvXY5nM1PrcZM9t50Nr8LyZ2X27Nnous7Q0BADAwMcOHCAYrFIU1MTuVyOYDA4IzOAv/jFL/j4xz/Od77zHV7zmtfwjW98g6uvvpoDBw7Q3t4+6vF/+tOfePvb386Xv/xlrrvuOn7605+yefNmtm/fzsqVK6e1lgZmBg0C2MCkkE6n2bFjh5WrW74QTfeEN14FUNM0du/eTTKZrCkyqVzHeDh9aA9acXR6iSxL6LpuGT7rhmmjoesas3pmjTnbWE7gMEb0T83bsTJqTfI3/oA9QuBzyKzsKv1qL1diRcn6xBBIlXFTphMMGAZ2u92sBIVCVotRzmRotRWJ5CWyBbP66FRklnf6afOOPi7dMAj39yOEqOkf5y5V91RdoFS87aousEsSHodSt3pcD32JPHl1mPxReu0ciszpRJ58UcVlU5AleZQf31iq4v84NEBvIoetFJtnIHEkaRDoy7Cqx4+igD6FsIuhbJH9/WmimSJeh41F7V7mNLlKhE9gCKac+FHPczCXzdDblwIEHo8HWZJIplK0t7dP6wIvYNQPgJnC3I4m2rrnYndU2ytJkmRVP+fPn4+qqsRiMUv8YLPZOHLkiFUdPBNJGuNVB6cqJDnbWcCKolivkxDCqg7+8pe/5N/+7d9wOp0sXbqU3/3ud1x++eU1/VHHw5133snf/u3f8t73vheA73znOzz88MP84Ac/4NOf/vSox3/zm9/kmmuu4ZOf/CQA//RP/8Tvfvc77rrrLr7zne9M74AbmBE0CGADdTGyBRyJRNi1a1dVrm75fl3Xp3WCHmsGMJvNsmPHDux2Oxs3bhzlOVde60TayPFIL8lYf837JEnmdCyBrrgpltIg7HY7PT094yoplXL/s+L1EoAsCyufdSrzkbI8ujplGEapXVzbrMXkmBKSJGN3KDicToKhEJ2dBqdiSXqHUqiaTtBWpE3Jks/LOF1ulNKFrZyE4XA4aGuvrSL1OmzMaXFzKGxmjNptJhnM67Cw2UnI45i0kKBeB1aWwJBks8JaK1JvDFXxYE6nN26KaSRDw2FXUGSFnKpzIJxi1awgmjp5A+1wqsAT+6PkNQMZGKDIqaEsq2cFWTMriN3umHJ+biqvcXQgh2botPuddAddludgoGSyncvniA/FyeVySJJEMpVE1zTcHs+Uvoc2xRxHmG4iz0j4PU7am/y0zlow7mMVRSEajSLLMpdddhmFQoFYLMaxY8csr7wyyTlTSRojq4NTtZk5l2klkiRZdj1f+tKX+MQnPsFb3/pWVFXlfe97H4ODg7z+9a/n85//PBs2bJjQNovFItu2beP222+3bpNlmTe84Q08++yzNZ/z7LPP8vGPf7zqtquvvpoHHnhgysfWwMyiQQAbGBdj+fuVfxFPNy+0HgEcHBxkx44ddHV1sWzZsjFPquMJSdRCntOH99a9P1fUCMczeDwQDvfjDwRoaW4Zv4YjyabgoSLz17R5MVA1McGqX43N1mhNmjNa41XWzApiOSmkMld4dqufOW1BBIJiycdtKJ5AVWO4nC7sDjupVAq/z0dzc/OYF9m1s4Ig4MRgjmzRwCbLLGx2ctG8JjRdn/QFutPvxK5IFDQDV6m1LATkNehusqPIgvFex5Gq4lx/Ej02hM0wEJJ5YRaYApi8qpMtqHgdk6vUCATbTsTJawYe+/Bzi7rB7tMpFrV58U/x4v9KJM2zRwbRjPLxQHfQyeuXtuG0m4pzdLOqWywWzB8nskwuO35aR0Ez6I3nEJhtf2dpllQqKb9nmk9JEszvaiHU3o3DOXYGrWEY7Nq1i1wux4YNG3A4HLjdbkKhEIsWLSKfzxOLxYjFYlVq2La2Npqbm89ItW0kGQQmXB08X/KKAZqammhvb+cv/uIv+MQnPsGePXt45JFH8Hg84z+5hFjMnEnt6Oiour2jo4P9+/fXfE5/f3/Nx/f31/4B3sDZR4MANjAmNE1j165dpFKpuv5+9eLgJoNa5O3EiRMcOHCAZcuWMXv27HG3MZ6VzOlDezC02lUZwxCciCbJ5wskkylaW1sJTHCeSpIl0M3/i5LNi1HyqTOlF5O/sgohkGSqFLkTI3/jbhghmUnEDqcdtztEqCmIpmoMDQ2SiMcByOVyDMXj+Hw+nE7X8CEIYVZ9hcChyLxmXhMru/2kCxo+pwOPQ0aWqgqhE4bfZWNZp4+9fSlSeR1FBt0Al11mbU9wSu1UWTcVuLLNhk0x3x/DMChqOjZFIRkfBJ9nwgbUYM4UxtJF7PLI+UeZXFGjP62O8kOcCJJ5zSJ/TkUuZTELTscL7DqVYsO8IMLQzVzfXHWurz0YJBAMjkjrCCMwfeb6cgo7e7Oopc+PXZa4eH4TKzrNSpoiK1Oeg9SFIJIsoAtBR0W+dmdzAJ/bSdushWM/X9d56aWXUFWVDRs21KxgulwuZs2aZalhh4aGiMViHDhwgEKhQFNTE62trbS1tVlCpZnEyFnA8aqD0zG1PxOoNIJetWoVq1atOtdLauA8QIMANlAXmUyGF198EZfLVbf1CpO3cBlvG4ZhsG/fPsLhMBs2bKCpqWnC26jXAh7sP0lqMFL3uccjgwwlkhSLZmaqy+ma0D4lxWYZR0tIGMJACMMka2LqKRWKzVZ1QRZMjVSNhGyzWSpPS6ErBOlMmkw2S2dnBy63u0QiMvT1ngapZOrrLpn6yiVmKslISPhcTgJuZ2mbCqquAQJhGJOuAq6eFSDksXM0liWr6rT63Czv8FSZaU8EZY8/u5amxedkKKsiSQqKLGEIGWSZBa1O7LI0cQPqEkp23XXukyc9+1jG0YFMFfkDk/RLhuDQQJb185oIR/pQiyrdXbVzfavTOlopFIocjyV58aTpcSnLJQNpQ/DskSGaPXY6Ay4sl+5J4sRQjqdfGSBb8iO0KzKvmd/E6lkhZrUFCbR04nTXn03UNI0dO3YAsH79+gmpuWvNu8ViMaLRKK+88goej8e6PxQKnZFK3Fg2M4VCgWKxiBACVVXPi4i66aqAW1tbURTFMjIvIxwO10186uzsnNTjGzj7aBDABuri6NGjtLe3W/N+9TCTBLBQKLBz5050XWfjxo2T+jVfbx3FfI6+o/vqPm8olWHHngMYuo6nZJ9isi2p/I+Fyku7aeNiIJAQQjLbirkC2UwWn89byvCVqjJgjYqt1K1oSdIoImubgdQLc7vDr49hCIQhiA3EyGVzptLXaZJ8r8+L1+dFGCWLmVLGrR7VcLncluegzW4DAbowj8bQdVOMQmnmUZLMylq12405v1iqJFYtEYl5zR7mNXtKcXrm7ZPhVIYwiEajFAtmUktLB/zH4QEG0ypFzUBRZJZ0+Lh4bgCbLI9pQF1LVeyyy3QEHJyK57EpinVPQTUV6N2B2j+UxkNRK+VvjPhYSLJErqjS13sawzDo6uqaYHXJ9BzszZjvg00pv5hG6b0y2H4syuuWduBw2CadGBLPqfxuXxS9gugXdYNnDg2wbHYbNkWhbXb92T9VVdm+fTt2u53Vq1dPqWJWOe82d+5cNE1jYGCAWCzG7t27MQzDsplpaWmZkvhhPFQKSQqFArt377asWMrEsPKx5yKibroE0OFwsH79ep544gk2b94MmMT3iSee4MMf/nDN52zcuJEnnniCj33sY9Ztv/vd79i4ceOU19HAzKJBABuoi5UrV07Im2+mCGAul+PZZ58lFAqxatWqSV8QarWAhRCcOrirrj1LJptj63M7ELJCIBgil8tVGBePzTokZIRulAiNjtvjRdV04kNDRKIR3KWKksfjsY5FqvivEAKk0cpgWVFM/0BZsh4vEKVEEalyAeWDrLpNlNSnlYFeApOwGoZOeSuabtBfUjl3dXVhd4xuvUmyhMvtxuV209zSjFoskslmSaVTFlHy+QO4nA7cbme116Bk7tkQev2XUipV1CpIIhWjfjKmhc5EYRgG/f39CEz1sqIo+G3wpgvaiaVUcppOs8+Nr+JQaylux8sq3jA3xFA2SraoW8u1yRIb5gbwOqZ2Wm3zO8zxgSqrIIEuDFpcCkhMKdc3XTDXaD1LMtv0KoJMURCJ9GPouvV5naiv4r6+lDnrVvH5VSQz//ml/hxvuqQdt7e2Z2ZZVOB2u7nwwgtnjBDZbDY6Ojro6OhACEEyaRL6kydPsnfvXgKBgFUdDAQCMyokKRQKbNu2jWAwyAUXXGDOBI+wmTkbJtQjUa6STtcH8OMf/zjvfve72bBhAxdffDHf+MY3yGQylir4Xe96Fz09PXz5y18G4O///u+54oor+PrXv861117Lz3/+c1588UW+973vTfuYGpgZNAhgA3Uhy/KECKDNZpu2CCSXyxGJRFi0aBELFiyY0om5Vgt4oO84mfhAzccnkkme27EXm9P0z0unU6W27fiQZDMzuFzNMoTAbrfR3taGbugUSxWlVKmi5HQ68Hi9eD0ea26rfIwmfxPWdvXya1m63VRbl/c80VLYiMpa2aOwdMEpFE2lr82m0N1tCglKfHRU1bNM0pDA5XLicjppbm7C0HRy+TzZTJpIfABZVszKoMeDpyKVwNIqC2tzVkvbJE8lwYooP1ZCEqY5sybMeUWk4YtleRtGiXmV/RS1CuX2SPWyhGQSLCGQS7OA9TDRrOI3LW/jyGCOgayK166wsN1Pm3fqp9Q5TW46/E7CqQKSZJJ3A1AELGtW6OzonNL3otlrpz+Zr+TVZtoHgq7mAHNmB0d9Xsuegx6PB6fTwYhPBGDOLBoClMo1SRIOt4dwslh39i+fz7N9+3Z8Ph8rV648Y+RHkiQrj3nhwoUUCgUGBgaIRqOcOHECWZYtMtjS0jKt5I58Pj+K/MG5MaGuhZkwgn7b295GNBrl85//PP39/axZs4ZHH33UEnqUX9MyLr30Un7605/y2c9+ls985jMsXryYBx54oOEBeB5BElMdWGngzx66rk+I2G3fvp2Wlhbmzp076X0IITh48CDHjh0jGAzymte8ZsLPPRBO8+T+KEcHMqZdBoNcuriDefPmAVDIZTi4449WGoe1T0xLm8PHTpAynPhLJ8ZUOk0ikWBWT8/Ya5ZKTm9CIIRRVbExK2/V0DWNbCnuK5/PoSg2vF6vGfflclJ5cR1pvTPZJI2a6xXCJHgm7aKQL9If7sfr8dLS0mKKWKYIWVIQwrygmUQpSzabxRAGbrcbb2l2ULZNrporSTIIgzJFlCpYaXm1Eqb3oYREoWDGoHm9PpP8lQlthSBFYKAgW6bclQXHMvk0aZH5XzOz2bzTbOcPt4oz2QzFQtFUq3o9+D2+mhXUyaKgGew8leBQNIOqGQTsBhd0eFk6e2q5vgDxbJEHXupHNQRK6fNlIGGTYdOFXTSP8IEsew5mshnTZgbJIoOVMYP/eXSIXacTJbJjrs3hdOJwe1g2fxb/97Z3jFpLLpdj27ZtNDU1sWLFijNi5TIRGIZBPB63lMXZbNYSkrS2tuLxeCa8tjL5C4VCkzqmkdXByu/9dEyoR0IIQU9PD8888wwXXnjhtLbVwJ8XGhXABqaNqbaANU3jpZdeIpPJMG/ePNLp9ISfu/1EnLu2HiGeVXE7FI5EM6iFHAU5yXvnlVq/r+waRf4MITh58gRD8QSSO4RfGiYmJmkYn2wpsoKma1BF/kyvuVpzesqIuK+ywCIcNu0QPB6TDHp9fisKDszKimnPMb2LpFIh/MjncvSHIzSFQgSDQabj/SHLCoahm6RClnF7PLhL85PFYpFMJksikSQajeFyOa14OnsdMVEZVjSbAKtdXg5UHgkBuVzWjEELBk3za12HGp9HRZIolCqN5flE67WtnDUUpblOa7ZNstrqDocDp9NBU1MIQzdKreIM/eE+JChVQN24XR6kcgu/koVWsFjrRwTDVVGPXWHj/GbWdXvo6+vHHwhWiKDK4XiTQ8jj4I0r2njm8BDJvAayTMgpc+nCtlHkD7A8B30+n1kBLeTJlWZAtYiGy+3C6/awqNXFnr6UOQOIOWKguMyZ3ZuuvGjUdjOZDNu2baO9vZ2lS5eeM/IH5ne9ubmZ5uZmlixZYglJYrEYhw4dwul0WqripqamuiQsn8/z4osvTonQnikT6pEQQjSygBuoiQYBbKAuJnoym0oLOJPJsH37dkthHA6HSSQSE3qubgju3d5LMqeyoHX4l/qh3jy/P5ziho0q6uBJssmhquepmsaRI0cwDANfSxfZoWrCaSZ2GGiGmYla61QryTKarlltxzL5k2VpQiKNSpWmKGX4ZjJZMx81EsHlHhZYSHb79C+SZUGJEGZ7b2CQ9rZ2vL5pxmsZwqyo1apQSpJZCXI6aWpuQlM106cum2FocAi7zYbH68XjceN0ukZVIGuZX9dDJp0uxaC14g/Ut+0RQiDbbGZ7XTKplBB1SKV1GMMkUS6LeRjmcrIi4Q8G8Hp9GAgKpVZxJFo/x3ciLfxcPkc0EiEQCtLc3FLxWgxXnocLolLVZ2R0C9+klrObvLxtg4dEVkVI0ORxlF8Y61jLRLTabFvCV2rpt7Q0U1TV0nuZJZcbYG2rwp5Bmbxm4HS78Tps3HTJEl6/dnHVMaVSKbZv3053d7eV330+wePxMGfOHObMmYOu61Ze8d69e9E0jebm5lF5xWXy19zczPLly6d9TDNlQj0S2WwWIUSDADYwCg0C2MC0MdkKYCwW46WXXqKnp4clS5Ygy/KkthFJFTg5lKPV56w66Ta7FfozGvtOhPEPvFL1nGwux5HDh/F4vbS0d/LysWp7AgGcThZ5OaqzI96P0yazsNXLojbfsBIVMAzdmh8bnnFjzJmyepAkCZfLjcvlpqW1jWIhb81hDQ4OlAx9vXi9w3ODk4Usy+iaxsDgANlMlu6ubpyu6Sshy1VFQ4x/0bPZbfiDAfzBAIZhVkDLVTsoZ5qalTNFVhCGPqFJx0Q8zlA8TkdHh1l5HGsNsoKqTbJKXRKxWIkrIxYlhMAmZLO9bRjmjKfPhwBTLJPJks5kiA0O4LQ7cXvceNwuHE5n3TpeJpMhEonQ1taKzx+oSYRHEo3KqvXodYqq/w8ntIxM/ZjY59dus2MPBAkEhj0He0IZ4lmVrhYnC9rcXLhyHsVi0bKNSiQS7Nixgzlz5jB//vzzjvyNxETyikOhEJFIhNbW1hkhfyNRy2amTAYnWx3MZMy0ngYBbGAkGgSwgWmjbH8wHoQQHD9+nIMHD7JixQp6KmbtJkMAbbJUMgmuvmgZSMjCIHFiLz73cDUunkhw7Ngx2tvb6ejoZPeR3lGt3qMDWXacSlMsgs9uKid3nEyQKxqsnhUoZfrK6Lo6SrU7XYsWqaT6LStRm5tCqOrw3GA8PlQxN+guVSDGv+BIkoSmqkQiEQxDNzN97TPzldcNM/ljsvmxsixbFjOtra0UCgUy2SxDQ0NEIhF8Pi8upwu3x1N/rUIwODhEKpWkq7NrXEJbnhWcESPFCtgVBc0QYOgl9bWwdmGzKQSDfoJBP4amk82ZVbNEfMgSy3i8Htxuj3XhLitWu7u6cLrdlpJ7pqBYVeqJVavHQ7ma7fN5eeOCLjB0ckWNWCLDsaefJhgM4vP56OvrY8GCBdZs7qsJI/OKi8Ui/f39HDp0CCEE0WiUPXv2nPW84slUBzOZDDab7YxY4DTw6kaDADZQF5NpAZd/ZdaDruvs3buXgYEBLrroIkKhUNX9kyGArT4HKzr9PHt0CJ9TwaaYGbHRrE671k+7ww/IptgjHKa3r4958+bSFGriRGSIbL5YtT1NwIH+lJmaYAO3TcFtg2xR50gsw8I2Lx6nUpP8jdf6VXWDRF7DJkuE3DZqETdR8XxTpiGNMTdYrpp5Rw3lV21TCHTDoL+vD5si09HRiTJJIUY9yLKCJIxJk79RkCScLhdOl4vm5mYMQ5BOJs2q2cCApUT1ek0vPiRTvRuNRikU8vT09GCbwAVXluVpC2lGLR3z9VVkBd0Y+3Mr2xR8fj8+vx9hmKribDZDNBq17FeQTIFEZ2cnTqez1Lg1KhTYo1u9VjtaCJMoGkbdmU4hhlu7ijJ2Ys5k0dUcwFMi4cvWrSHY2kU+n+f48eOcOHECSZI4efIk+Xye1tZWmpqazquUjMlA13WOHz9OV1cXS5cutUj7ucwrrjShrlUdTKfTeDyeKc0PNvDnjQYBbGDaGI+85fN5y+1/48aN1gzNZLZRCUmSePvFs+lPFjg+mLWqLk1Knou8MexKEKNUbUylUixZsgSvx0M6V+B0dPScYaaokS3quO0yakUh02WXSeZVhnIF3A5XjUxfMUZRSXAwmmVff4p80czFbfY5WD87SMg9TFpkpTqCy1Zjpq7W3KBpzDyAHtUtY2aP241SmjXTdYPe3tO43C4629uZfr3HhCRJGLqOPA3lcE0IsNtkAqEggVBwWGCRzdDbl0CWZNxuF8ViEZDo6e6ZkLJYKZlxM2OvQGm7sln9G4/8jYQkS6ZIxOOmRQiKRZWBgRj5fAGEYGhgEJfbjd/vx2ZTTNKLKEXwjbPxkk9kWZBRvV7zcyUMo+RxLs1IRdRhU5jVFgLA6fESaDFTHlKpFKdPn+aCCy6go6ODoaEhotEo+/bto1gsWubMlTN15ztyuRwvvvgibW1tloglFAqd87xiGC0kKbeMdV3n2LFjFjk839vvDZxdNAhgA9PGWOQtHo+zY8cOWlpauOCCC+qeBCc7Rzi7yc0XrlvGfx4boi+RJ+hSUI4cRUuBqqkcPnwEECxbtgyH3Y5hCA6djtVU+TrksojDrL+V2266MDWXDsVeZeBcvebaxOLEUJ6dJ+MAuBwKwhCEkwX+dGSQv1zaht0mmypaXbO2K0mg6WJMYW7l3GBzc1NNv0G73UkmmyYUDNLS3FRS084MJGQURUy/+jcCdrsNtUJIJCsyPr8Pn9+HMETJh6/0/kkS0YEYHrepKq5LBEt2J2KC3o4ThSJLaIZhqaCng2QyiappzJrVg91mJ51Jk83mOHXqJLKslOYjTQPqkaSuNsr2NRVtQQk01WyDV1Usy2XEkq1RlRn3yK0awiKilZjb2YRSyv5t6zH9O8PhMHv27GHlypWWR1xldNvImTqfz0dbW9sZMWeeKdQifyNxrvOKYXR1MBwO87nPfY45c+ZMOaKwgT9fNAhgA9NGPfJ2+vRpXn75ZRYvXszcuXNnPE4u4Lbzl8vbAeg/tp+XpSIDqsb+/Qfw+bzMmTMXpXQyPBWLj2r9luG2K3QHXRyOZrAZw+2yVF6j2eek2Ssz8sooy1Jd8gdwKJpBNyDgLn3FZImALJHMaZyK55jf4hmRFSyQkJGksU/SmaLGqXgeVRO0eO10BJxWFcIUewySyaStC62uC7ze0tzgNC+skqSAMFXSU7SkqwkhQBtDoKGqKoNDg3i9pm+hqmpksxmr/VY22fa4PTgcdus4bTYFQ0hVZGim1mtWQrUpv6bCEESikYpcXwVJkvD5/QSC5ntZbhXHBgaqkjo8nuFK70QgSxKaZCqeR40rlIUuYJlxj4mSzFgCAj43HS2mRY3N7iTY1k1vby/79+/nwgsvpK2tbfTTa8zUnSlz5plCNpu17GvGi8Uso1ZecTQaJRKJnLW84sHBQTZt2sSGDRv46U9/+qptuzdw5nDuv10NnLeY6C9xRVGqbGAMw+CVV17h9OnTrF27ltbW1nG3UfbgMwxj0ifDbHKIwf5TFIpFMuk03T09dHZ2Whwlky/WbP1WYlVPgExBo3dQJZFTkSQIuWxcNDeEMmLGTozZ+jWRzKnYldGkUQCZooFss1W1fpUJzKkdH8zywvE4Ba3kuyZJdAWdvHZBM3ZFIpFMksvn6ejswOFwUCwUSKfTw3ODJZLk9rgnf8ExBMjGdDlkTbgcdgqqWvM+07cwTDAQMP3wJAmH04HD6SDU1GSabGdzZDMZ4kNDKIqC12MKEySXawYlFCbsioSqC2RZQYxD1uuhXJkxdIPuri5km4JNltAMs+Js6HrNVnE2Nzqpo3I+shYqhTqyMv2KpQnzuOd3hDB0831rnrOI06dPc/DgQdasWUNzc/OEtuRwOOjq6qKrq6vKnPnw4cPs3r2bpqYmqzroGUfpfSYwFfI3EpV5xfPmzRszr7i1tdVST08Hg4ODXH/99SxatIh77rnnvCDSDZx/aHwqGhgTI5MpasFms1nVO1VV2blzJ/l8nksuuQSvd2J+czZrdk2fFDkxDINTB3dz+uQJopEITpeL7u5uZNnMTtU1nYN1Wr+V8NgVLl/cws79SWSXjZDPw+y2AEoNCmFXZLRx+qp+t51oskBlo8cwzGk0j7Oa/MkSaIYxpsVvpqjxwvE4qi7wO83ZMFUXnI7n2defosOep1go0FNS+iqyhKIoljGzWU2qMTc4wWqSbLMhM/OtX6UUS1fr0DPpDNFYlJbmlroef4rNhj/gxx/wIwzDJIPZLOFIBEOA2+XCW1bbKtOrssgSaJpAluQpV/8MTaevvx9Zkc1cX9nM5dX0krefLI+uWFaS3lCoWlVcmo+s2SquiBozNSIz9951tQTwuEyiotjspPI6x44fZd26daMEXhNFPXPmaDR61qpmlchms7z44ot0dHRMmfzVwlh5xS+//DJ+v39aecWJRILNmzfT09PDL37xixkhlA38eaJBABuYNsrt23Q6zfbt2/F6vWzcuHFSvzrLJ3Nd1ydlpRA5cYj9L+8hnU4zq6eHaCxWUsWZFcmTJdWvJMvDF2zT8RmjlGAApkRAlmDxrDbSmTT59AB9hUTpl3upyoKEIkmo2vjpHItaPQykC2QKGi67gmEIsqpBwGVjdrOHchXFnGmTx+2ono7nKWiGRf6gVI3SJA70xmntsdEzaw5yaYyrbPdRPl6X243LXTE3WKomnQzH6M8rDBVl7DaF+a1elnX4sNtGXFyFgT7TM0QCkBWQRpuIpxJJBoYGaWttm7BptVSymAkF/Wi6IJ83yWA8HicSiZoJFiXPwanY4UhIGJIwjauNyZMBTdXMrGKHnfa2diRZst5/JNOGeSIkrZ6qeGSr2O/3Uv6Ez1z1zxR+zC4JP4SAdFEifOIk69evJxAIzMg+oNqcuV7VrK2tjZaWlhknOeXUks7OThYvXnzG5hJnOq84lUpxww030NzczJYtWxrWLw2MiQYBbGDaUBQFVVV57rnnmDNnzpROmGUz08nMASaGYvzxid9SFnvk87mqC2gmX+RUNA6UiNYIAiOZOzbbqUIgkPH7zQgsJIlMOk0mmyHRm0BWZLweD16vF6dzfNXi3GY3ec1gf1+KbFFHlqDN62DD/GbsFa1Dm62+kKQSqi6GY8VKEIbA0FRQZDo6u0rKXDOarm6BsqKapLh8/GckSjKnIkkaoqAxkClwIpbiysXNeN3m3KAsK8gYaDPM/xw2G0VNra6kCcHg0BCpZJKuzk6ck1SISoCmGUiyYlnMNDU3o5XmBjPZLAMDgzgcdsuA2ums30Ito6yilSR5SkRKLRbp6+/H4/bQ2tpSQeIVq6pqjgFMX1WczWVJp1JEYzGcDgdujxufz4fD7piR2c15nc0oipm13N/fj9I0m4tfs+GMGg3XqppFo1GOHz9eZb/S1taG1+udFmErk7+urq6znlridDrp7u6mu7u7bku8Xl5xJpPh5ptvxu1288ADD7xq1NUNnDs0CGADY2K8FrAQglOnTgGwYsUKuru7p7yvylbyeIjH4/z+17/E5XQyZ84cJFmmWCxYnnqm6jc65qyepZYsz96Vor8U2RyWDgRDBIJBDMMgm8mQz+cIhyMIhFVJqufDBxJL233Mb/YQz6nYZIkmr91UWlbEbxkTIH8ALR4zFk7VBXZFQugGhUIRDZl5IQ82ux1h6HXziGvhQDhNqqDhc9ut2LuiphPLaLx8PEy7G7xeHz6vG6droipUE5mCxkBGxS5LdASco2xjZMn0SBxJaGOxKLl8nu7u7nEzg2tBliSEJGGI6s+RzW4jEAya76dukMtlyWSy9PX3IUuS+V663Xg8o49Twvw8Qfn7MLk1FQsF+vr68AcCNJfmGMvbHX6vSj9+psM1SuTe7rDT0tRUMhPPkssV6O3trWgVe3C7XZN6P8sIel20Br0IAadPn0KVnLzuko0THvWYCVRWzerZr5TnBifrOZjJZHjxxRfPi8i6ieQVHzlyBL/fz+WXX8673vUuAB588MFzMi/ZwKsPDQLYwJSh6zq7d+8mHo8D1FT9TQayPDGD2r6+Pp7/45OE/G7a2zusk7Qsy1YFsHcgQSZXW/UL5dQGgRCl2TuLoEgldW51TqyvNMTd2tpOvlAgk04zODiIHtVq+vCV4bDJtPvNNsxIz7/JuNO1B5z0BF2cjOcoFAWGriNkGa/TxoruIEI349Mmk/DQl8hjG5F57LApFHSBcPvo6HCRzeWJxQbRdA23y21l+NabGxSGYNvJBK+E02glghdw2bhsYQutfpPQCSFQbPYq2xfDMIiEw+i6QU9396RUrmUMV+nGvmjLiozX5zNj2wxBvpAnl8kyODhANKqPOk6lJKSQJGnS1b9cLkc4HLaU2lXrqPB8ND+7M9OiLVcVy61ifyCIobdUtIpjGLpRIrwmIZyISbgELOhqQQg4efIE6XSGq2+68aySv1qoZb8yFc/BMvnr6elh4cKF550dTa284kcffZQf//jHDA0NEQwG+cIXvkAymcTvr5+L3UADZUiiYQ7UwBhQVbXmXFIul2PHjh0oisLq1avZunUrV1555bTaDk8//TQrVqyoqxoWQnDo0CGOHDqIX8rgH9FyKhQKvLx3L0tWrGTX4dFxb5XbscjfCO+zmskOokQuamxPUzUy2SzZbJZCIY/T6cTtduP1VOf3Dl/gy2RVsqpKE4WqGew4FuXYYA5JsdMRdLGi00970I1h6CiSjD4Jz7tH9oQZSKt4ndUX/1RBY2W3nw1zW5AlA003rNZiNpOhUCjWtV7Z15fiheNxZEnCaTNb0QVVx+uwcf2FnTjssmXObJTWqmsa/f1hZEWmo6NjisP9AhkJpuPNV9FCHT5OJ263C6/Xh8vlstY8EZRFLK0tLfhGXJCVso1Qlbn49E/FI7ckS8qoaigCisVi6TizFAqFClWxt6QqHr3tntYgs9tCnDhxnFwuz5qLNrJ49SXTXvOZQqXnYCwWI5FI1PUcTKfTbNu27bwlf/VQKBR4+9vfzvHjx7nlllt48sknee6551i1ahU//vGPWbVq1bleYgPnMRoVwAYmjaGhIXbs2EFHRwfLly9HluVRVjBTgaIodYfgNU1j9+7dJJNJ5rQH0HKjT9CyZMayHTwZmRL5kyWlZhvOptTPvLXZbQSDAYLBALqmk81mzfzeoTh2uwOvz4fH7cbhdJb848oalMld7IUQDA3G6HQWWLOm2yRdSNZwvzn3NzmV57wWDwPpBFop1xcgrxnYFJmekAtZEiXPv2oV6kjrFZtiw+M12+H7+9MAOEsiEkUCt0MhW9Q4MZRjcbsXKubo1FK2qsvlorW1zRRY1ECmoLG/P83JoRx2WWZeq4elHV5sJWWvTZbRdANpOr9nRxynpmnkczkymSyJZB+yLFmtf5fLVXetAKlkioGBGG1t7aNELObnT7JI81Rm/+pBKdnJjAmJCaqKh1vFDptCd7OfY8eOUSwWWbxoET0Lls3Ims8UJuo56PP5OHr0KLNmzXpVkT9VVXnPe95Df38/f/zjH2lpaeEf//EfGRgY4LHHHmP27NnneokNnOdoEMAGxsTIk+HJkyfZv38/S5cuZc6cOdbtUzFyHol6JLKy2njBkgX0Hd5T8/myLDOQyuN1FEZVkcqEsB75wxAI2RhF/hRp7KzfqsfaFMuSxDBK+b2ZDP3JBAiBx+PB5/Pj9/kwhIEhMFMqxiEthmHQ39+PEIKerur2aDkLdCq0Z3G7l/5kgdPxPDmhIWHmxK7o9NIRdNclqbWsV3K5LOFwmFSuNNtoSKW5P8nKss0WNYukAxTyefr7+0fNxo1EpqDx6J4IycLwZyOSLtAbz/H6ZW3YFAlNN1AU24wRKQCnw47NZitV7ySypZSOaDSKIQw8breVyVxpMROPx4nH43R0dtZMfLAp1Z6P0579K0GRJavtDiXV8sjqXw3UUxUPDAyg6zput5sL5ndz7NhRhIBFixYRaGrF4w9Nf9FnEbU8B3t7e3nllVcA0z7l5MmT58xzcDLQNI2/+Zu/4fDhwzz55JO0tLRY97W0tPCOd7zjHK6ugVcLGgSwgQnBMAz2799PX18f69evH2X0OlMEcGQFMB6Ps337dtrb21m6ZDGHdz5T9/n5okY0mcfdbCBXTLaZBElYYo9akVeKrTZ5EEytMSeXLEm8Pi8Yglw+b8aZxSKEw31mm9jrK5kyK9WEVWC2GoVAVVX6+/txOM3B9krBSbn6Z1OUSc3+lWFTZK5Y3MLpeJ5wqoBNgp4mD20+u0l8J1BRlCqOs6WllVC8n4FsEUXXMK3yZCt3NuRxICQZhE42kyESjdLc1EQgGBxzH3v7UiQLGk67TNkwRzMEp+J5TgxmWdhmjgJMxedO1QxODuUoaoJ2v4Nmn9m2rxR+yJJsEj6vF4/XC0JQKBTJZrMkEgmi0Sgulwu3x22OBGTSdHd14ahhwSFLEoY+nKQyE3FyUFa5S1Ukuqan4DioVhWbrWJFaOTTQ+bcoMdNNBqlfd7yV3W2rCzLOBwOYrEYCxYsoKur65x6Dk4Guq7zwQ9+kL179/LUU0/R3t5+rpfUwKsUDQLYwLgoFovs3LkTVVXZuHFjzV/HZ6IC2Nvby969e60oub4jL6MWCzWfK4TgUO+ASfYMAcrw7VUWMDXadhK1q3yVKQpThSzbMNBwe0yFKUgU8nkyWbN9Go1ESv50XtweT5U/XaFYIBwO4/cHaG5pQRICo3QsZpXNMGO+dH3KF2JZlpjd7GZ283Clyq7YUEfas0wAkiyxsifAM4eH0BDYbeacW1HV8dpAzg4yOFBACEEiEa/ZHq2Fk4N5JAkq3RJtsoSqQ3+qyLxWMSWfu1NDOf5wcIC8WkrKkGB+i4fLF7dgt42RzCJJOF1OnC4nTc1NlsVMPJ5A1zRsdhvpTAavEKYPW8XraMWymRuaceHH8BLNRJHpqYrBbrfjkzS8bi+zZs0mk0mTzavsO3SMQ8dPW9Yrzc3Nr6qosVQqxbZt25gzZw4LFiwAOGeeg5OBrut85CMf4YUXXmDr1q10dnaes7U08OpHgwA2MCZSqRQvvPACwWCQdevW1TUitdlsMzIDqOs6QgheeeUVTp48aUXJZZKDDPSdqPvc07EE6VwBSZFHtHvrtHwrUKtSokjldtrUj0emmpTIJZGGw+XE4XKW/OlUMpkM6UyagYEBHE4nHq8HCRgaitPS3Iw/GEAYpsqXUg6tLMsYYBEj85inLyIQgKbrU864XdDqQTUEu08lyasGkiwzt8XNxfNCSHqR+OAgqqqi2GwUCgUURR43p1iWRnfJzZquZJVoxSSJeq6o89SBAYq6gV0xM1g0Q3A4lqXJ62D1LNPQWCpV/8aCosjk8nlkWaZz1izU0nt64nQ/igwBnxe324PP66kiaTOl/JUQo37ASJKMkKa3bUPT0bIJ/B1NzJs3D1mWcDqbWbloJaG2Hktte+DAAQqFgqW2bWtrO68NiGuRv0qcTc/BycAwDG677TaefvppnnrqKXp6es7Kfhv480WDADYwJpLJJLNmzWLBggVjnuhmsgK4Y8cO0uk0l1xyCT6fD8MwOH2w9twfQDZf5GQkjiSV5s2EaZosSv+XS5WJcn6uSR/Mv5stuHL+sMkyTN2DQJElKJMPgZXWIIQxTEjGOvlLw5XHei1Vm91OMBQiWBrGz2SzJOJxiySpukYhnzfNp0uCUakkGigLHwCLGCLJw0sqR4FN4vrktNkoTofISxJLO3wsavOQyGo4bDJBjx1NM4jFhjAQdPf0oGmaNTcIWKbMtXz45rd62HEygS4ESungNF2gyDC72WV+9iZJpI7EshR1A4ciWRF8dlmiaBjs60uxusc/IRJcK9c3ktV5oVdnMGu+F92+IgsDOezRCC5XZbV3ZoiDLClVn61ynvB0frxoqkYsEmbNoh7mzZtr+TjaHC5CbT3IskxLSwstLS0IIchkMkSjUXp7e9m/f78VZ9bW1obf7z9vWsVl8jd37lzmz58/7uPPpOfgZGAYBp/61Kd4/PHH2bp1K3Pnzj0j+2ngvxYaBLCBMTFr1qwJVfZmggCWTaUDgQAbN260IuFipw5TyGXqPudQRdavJEvoho5uGFblr0oRXPVnkAwDMcKNz2z9lktLVD2eMnUsp6xVEMMStzQrdIqCMPQSuTBnvmyVUXRieJMWX7OZpsESglmze1BVjUwmS7i/H4GpQHV7PHi9PmSZ6gqlVKK1Qh9VLZOQrAqo6T0oalbMbLINVdVmSJAgW/N0um4QiUbR1CLdXWZWsRMnXp+X1tZWK6d4aHCQaHS03+CKLj+nh/JE0oVhexNZYmmbl56Qe0rzj3lVNxXZIw5WliXymo4hwCbXsFCpQK1c3754nsf3RdENA1ky0zJOJTXSup1rl3dQyOfMau/QEHabrWS9UooanAJJqvXDQp6mqlhTNfr6+lg+r4P58+dVLaula+6oeThJkvD5zASdstq2PE93/PhxbDbbedEqTiaTbN++fcLkrxZmynNwMjAMg89+9rM88MADbN26tWbVsoEGpoIGAWxgTEz0l/t0W8BDQ0P09fXh8XhYv369dZEpZNNETh6u+7zegSTpnDkXKITpBVf2NRur7Qu181Elyv5sE1u3kMxnmfsv3wi6plNmeaZKdRSTrIKhG4QjZiWpo0SS7A6nKTowWskV8mQzGYaGhohEI/g8ZkbxsALVNHQWFpuUzNapVF6YmQ0sylW0UjZyWaFrGLoZSVvBJUQlO50iJCE43duHJEl0dXVXqWXNB1TkFLc0oxaLZLJmTnEsFrP8Bl+3OMTJpEp/soAiw9xmLz0hZ23fxgmg2WNHlMQ2ZWGNkEBTDdr9ZnLJWNpqTdXo7+sriXPaLUuYnacS6IbAJg9XYoWQGUqrnEyoLOkIEQqG0A2dXHa09YrX68Hlcte0mIlnVfb2pginCngdCks7vMxvHTlDOb1EEbWo0tfXR2drE6uWLakif7Jio7lzfGsRh8NRFWd2PrSKk8kk27ZtY/78+cybN29GtqkoikX2Kj0H+/r62L9/f13PwclACME//dM/8fOf/5ynnnqKxYsXz8jaG2gAGgSwgRnCdCqAp06dYt++fbS0tGC32y3yJ4Tg9KE9dT39coUiJ8JD1mOFEPgCfoaGTBuOskWHx+0eJf6QkEe3yYRAkqUJp3PUQ+VslyJJaJoxZnVHUzXC/f0oNsWqJFVvUMLtduN2uUGS0NUiqVSaoXiCSCSK0+2y/OmGRSSiRh5wuew4+vV02BwUNTM5RUJCKmUkW6+9ANCRJLlc06SC+yJV/Lf8hGIp/9bl8tDW2mKSqlqzfKVOuYTZEi+nZoz0G3QrCiubfQT8Xmx2B0jylMnO3BYPzZ4kg1kVWTKTXwwhocgSF/YEahsol1Av1xcgmiogQwX5E8iyhGRANFVkSUdpJEFihPVKjmw2SzQWwzAMy0zc4/aYbeVkgYf3hNEM0z4oBpwYzLNmtspF80LW/s2Rhqn9ECsWivT39xHwB7j4wmWjPrLNHbNRbPZJbbNeq7hMks5Gq/hMkL+RmKjnYGtrKy0tLXVnqSshhOArX/kKP/jBD3jyySdZvnz5GVl7A/910UgCaWBMGIaBqqrjPm7//v0IISZ1khJCcODAAU6fPs2aNWtIpVIMDQ2xdu1aAAb6jtN7+OW6z91ztI9UtjBa7CEEuVK8VzqbwTBMz7Zh2xW55gV+JlS/ErLp7VdiSbIsmcrdOijmC/SH+/F4vLS2tNRUKZehyDaEoVVZ05QVqJlMlkI+j93hMGPpPJ66iQ6j1lxic+OeCIR5Qa/MshV15gzzuTyxaASPL0BzU3BS7U1pROVRlszUkFw2RyabIZvJABI+v7/kxec2Zx+xHGes6p0kKuL2ysdZGurMFnSePTrEyaEcAhmvQ2bdnCALWz3m6ECNV6SQL5gkKRCgqYZ34S9ePE0yr2FXSq+RZMYT6oZg7ewg6+c2VSymBkppJJlMhmw2S7FYxOVy8qc+g4GshlxqWwvAEAJJgr9aPwu/u0wopPrbrgPDELzSn+BoOI7X5eSNaxewbmHHiEdJLNlwBQ7naF/DqaKyVTwwMHBGWsWJRILt27ezYMGCczY3V/YcLM8OZrNZmpqarOpgLVcFIQT/8i//wp133skTTzxhnRMbaGAm0SCADYwJIcxKzng4ePAghUKBlStXTmi7qqry0ksvkcvlWLduHV6vl5MnTxIOh9mwYQNqIc8r25+uys6txOlYguP9g+MrfUteZplMmmwmi6qquEu5vZUZqLJU8n2bZgWisiU5HqHMpjNEYlGaQk0Eg8ExyZpUbt/WiaQDqhIdctkciqKYVSSvt6S0rb1th81OURuf5NeFMGcvkUz3xUw2RzTSTyAYJBQMjdlKndRuhNla1Q2DQrFIJpUmm81OOKe4HgpFA1XX8bpsyKX5TUapaiWyuRzh/j6ampvNXN8aPfIdJ+M8fyxukVEJCdUwkCW4eW03TX5X3c90LWiqRjyV5r69cYQo/T6wZhcFhoBLF7Swssc/JU/Bomrw65f6GMiqlijKHQhyy7oerlo6bC4cauth1pILJ7XtyaCyVRyLxWakVXw+kL9ayGazFvEdGhqyPAclSWLOnDk4HA7uuusuvvKVr/DYY49x8cUXn+slN/BnikYLuIEZgc1mI5OpLdQYiWw2y7Zt23C73VxyySWW2KOyjdx7eG/dC2W59TshmxepHHvVTFNzM2qhSDaXI5VKMRCL4XSZ2b2BgB9Zmd7XQa4gf2MmiAjz4jQUH6KttW1CXniSLKMgxiSU1YkOpSSSCqWt12u2FN0VSlubLE9P9QvDVTWhkyi9rq1t7fgDAQzDfG9MhXbJtaWUXjLZ1q3ldSdJuN0enE4nzbTUnRscmVNcDx6Xgm4Mjx0YujGKtGZSaaLRiBkd5vcPq69HPO6CLj+RVJFjsQyGkBAY2GSJ1y5sJui2Y+hGSaVeISSSRkhRhu/C5nQQkoNIcgJJlKuu5b2aLXVVLYDwIQlhFZArrS8F9Q2b/3Q4ymBWtY7E7vaAJHHvjl6Wd/noDJjEq7Vn3piv4XQx063iMvlbuHBhVWLR+QCPx1PTc/Czn/0szzzzDLNnz+b48eNs2bKlQf4aOKNoVAAbGBMTrQCeOHGCaDTK+vXrx3zcwMAAO3fupKenh6VLl1adyMPhMIcPH+aCJQs4sX9H3fXsOdJHIpuzkj1KpZYJobJCV87uzecyZDI5s31aqphNtH1qwRCmnyCiVKmTa7d+DcHA4ACZTIbOjk4crvErG5IkIQxRKR6eHASm0jaTIZPNWvFeXp8Hn9c/I6pfhJnakkjE6e7qwu50MnY70iQ95qxhSXBRNrqu8RwZs+WJJCEjm+37GiTAmhvMZsnlsqUqqBeP14PTOTq/11TRDu+vlqgklUwxMDgwYbKOEMQyRU7H8zgUmbnNbjxO27RSPx58qY/+ZKFUpTPHHPSSzdEVPQoO2cDpdNSYBcVighbRLL1umUyGe7ZH0EvKIcVmx+3zA+brfc2Kdq67sANfqI15F2yY0rpnApNtFcfjcXbs2HFekr+xoGkan/3sZ/nOd77DvHnzOHLkCBs3buS6667jXe96F11dXed6iQ38maFRAWxgTEx0KHsiIpATJ05w4MABli9fzqxZs2puQy0W6DtSe+4PoDeWIJHJjZnsUQ8S1aIBxaYQDPgJ+P3ohkEua84MxvsSKPLE2qfW2iui5OxK2UamGoZhEA1H0DSN7u6e6ov0WOuWZBTFqLnNiW0AXG4XLreLZjFcMUsn00SjMVwuFx63B6/XO+E1VUFgzjblsszq6UGx2yegzhWlamCNx4yYNYTSLKVqViqFVOqD1sBYOcVQ7TcoSzJGJdkszzNWwMr17eiometb+8igw++i1eesunGyZtWVuHRBC7/Z3Y8mBJpuUNYJrZsTYsnsIJquk8mYs6ADA4M4HA48HjOr2EwjsTyzQQgy6QyRSBSzkGkSa6d7eBZNkiRypYSUtlnn1nZkPFVxc3MzbW1ttLW1WbnhixYtYvbs8RXL5wuEEPzsZz/jhz/8IY899hhXXXUVp0+f5re//S0PPfQQb3rTmxoEsIEZR6MC2MC4KBRqx69Vor+/nyNHjnDppZeOuq8yR3jt2rWjcoTLGBoa4ulHH2DB7NrxRtl8kZ2HTqHr+rgWL6MgBLJiq6rACCGwyzLaiK+AMAxyubwlroBS+9Tjxe12jTIqrnDyK80SMmptmqoRDoeRFZmO9o7Rdih1IMsKEkb9WLIpQpEkDElGLRTI5bKkMxkKubKIxDzWiVRBhWEQiUTRVJX2zg6cdkdJnDC2jcqk1ipL1vHLslJlxTjhlrIQFAoFMpks2UwGTdfweTw43R5rblCuTP0QgsHBIVKpJF11cn3rodbs50xk/iZzGnt6k0RSBTwOhWWdfuY0u0eRbUM3yGazZLMZsrkcsiRZini320UmkyE2MEB7WzuPH0wQThawudxVBBDgA6+dy8bls1m4evR3+nxAZas4FosRj8cBaG1tZeHCheeVAfVYEELwy1/+ko985CNs2bKFq6+++lwvqYH/ImhUABsYF5JUjhqrD5vNVrMCqKoqO3fupFAo1M0RLqOQSZIaDEMNAmgYBgdPRaZG/mAU+YPR+allSLKMx+vB4/XQ2jKsKI4NxGoqipWy8a4w28BI1a+Vaa/Rj8fjprWldeJVS5PdjKkinhIEIMsIXcdmt+G3B8x5Pd0gl8uSyWSIJxLIsmxVQd014toMXae/P4wkQVd3Nw6HDU03ppTMMdZajQryKwG60Gt2lkcaXlvk0DBAlnC6XDhdLppbzAi+dDpjzQ06nA58Xh9utxu73cbAwADZXI7u7m7sk8h+lWC0j6QhMKZtLgRNXjuXLhzx46lG1VJWZHx+Hz6/r2QxY/6YiQ3ETH9KIQiGQjidTl4zr4mH9kRxudzDJtvArCY3K3v8tPZMzTD5bKDSgDoUCrF9+3Y6OjrQdZ0XX3zxvDGgHg/3338/H/7wh/nFL37RIH8NnFU0CGADM4JaLeB0Os327dvx+XxccsklY3pfGYZB5PiBURczMC/ip2MJkpnclMhfeRuVkKBEUsbZWNmDz+2mWbRYiuJ4PE40EsHt9eApKVCdDvsoQpnLZolEIgSDprfdZNauKAoSYlSFcrqwKZI5PjliLbIi4/X58Pp8FVXQLNFIBCHEsK+ix42uG/T392F3OGhva8OmKCbxQar5Hk59rcPVNFkaI+FCKnsK1iCHJU/DsrehIQQupxu73UEoGMQwDHL5POl0mqGhQYvotrW2YZu07500qlpbOR4wVSgl9fOo/dX4YVMJSZZwe9y4PW6UUjvb5/WTz+dJJBI4nU7++uIudsQERwfyuOwyl8xv5rqVHbjdXgIttavx5xOGhobYsWMHS5cutUZLxmsVny9ZxQ899BC33nor99xzD9ddd925Xk4D/8XQIIANzAhGEsBYLMbOnTuZPXs2S5YsqdmK0Q3B7tNJ9venKESP0VqMY5TaeVbVUQgyuQInw4NTJn+12m+yJNUwSh4HVYpi0xA4ly+QSqUYHBy02qfmLJ3dFA8MDNDW2orX75v8zsZR/U4FpuhBMonSWHuvqIIiWikU8mSyWYaGBolGzFk8p9tlVjRL7V5BWUQxTVVxxVo1fVjsIU1DBVM5b2i2aEtrlKTS3GAAr89Hf38/uqbhcDiJxWKAsOYGyxXfsdY7qlVvCPRpVv8kAaLOCMCEJniESZKSySTdXd04nKWIPk3HLhm0+xRa5RS2bhuhYJBA0I/TJtHaM/+8b6EODg6yc+dOlixZUjVXfD4YUI+HRx99lPe+97388Ic/5IYbbjgr+3z66ae544472LZtG319fdx///1s3rzZuj+dTvPpT3+aBx54gIGBAebPn89HP/pRPvjBD56V9TVwdtEggA2Mi4m2gDVNQwjBiRMneOWVV1ixYgU9PT01H1/UDP516xH+eHiAYlHDObAft5FlliKxRtdLMW1m++5wb6xmxWoikOXRiR8zYfgM4HS5sTsc+P2mBUcqnSGTSTM0OGQqgoWgpaUFr2+y5G96iQ51IcRwVNxkIGG1T91uN+FwGJfTiWEYnDxxArfbhavUFsfGzKiKrX2bG5OnGPk2anOI6kqaZH5GVNVs08uyTHd3l9nKFy2mKXM2SzwRJzYwUBLMVHtIAqbIQxr9HZFtY1foJgJFqf15NXOux/kcCxgcGiSdSpVmGYfb2Xa7jdULu3E77RiGQSqVJpFIcPz4MZAURKCbInZaW1stq6bzCWXyt3Tp0rrnGahuFZ8vWcVPPvkk73rXu/jud7/LLbfccsb3V0Ymk2H16tW8733v48Ybbxx1/8c//nGefPJJ7rnnHubNm8fjjz/Of//v/53u7m6uv/76s7bOBs4OGiKQBsaFqqrjtvUKhQJPPfUUs2bNIhKJsG7dOrPlWQePvxzhX/9whGaPA7/LhhCCWDJLPNrH7a+fzSyvIB0f4HR0iGPhwaktXDBKjDAs15guhrdU2Z4ThkEkHCFfKOB0OsgXCsiyjM/jnbCiWMLM8a1n+DxV2BUZXUhTJiSZtKkabm1twec37UJ0TTPV05kM+UIRu6LgKVVBHQ7nlMmgXZFQK0q0MyGigBrkXwh0Q9DXexqHw0F7e3td30CtqJpJJNkshXwBp8uJ1+sriSvcGIY5r1lOGqn1+ZssygbgtV7HcV8TAQMDMTLZLF2dXdgd1SRuVmuQOR1No58mwNPciXD4iUajZDKZcZMrzjYmSv7GQy0D6jPdKn766ae55ZZb+Na3vsV73vOec1ZllSRpVAVw5cqVvO1tb+Nzn/ucddv69et505vexD//8z+fg1U2cCbRqAA2MCMot3/j8TgbN24c1zLjmcMDSIDfZX4EJUmiNeChb9DPwWKIS9bNJZcvcPw/t9Ei+ShkMxRyadP0doKoJUaQpfpJGpNBudUpgUWOdU0nHDZFEbNnzUK2KVWK4ipD5rqKYnMWbzJpEROBBGiqAcpUBighkYgzFI/T0Vlth+J02FFsAfyBILqhm3FtmTR9fX1mG9ntweurLSKpB1kCTRsmPWac2vRfD0WWRlXSNN2gt/d0Kde3dUzCanPYCTpCBEMhDF0nmzFTV+KDA0iKzXpfXS4nSDKKIpt6m1I7f9i4fOIm2LIEtY5cksYh8gJisSi5XJ7uru5R9j5Ou42etmDtfSoKcxdfgM3uYNGiReRyOaLRKNFolFdeeQWPx2MRpGAweNYJzMDAAC+99BLLli2ju7t7Wts6263iP/3pT7z1rW/ljjvuOKfkrx4uvfRSHnzwQd73vvfR3d3N1q1beeWVV/iXf/mXc720Bs4AGgSwgXEx3kkqlUqxfft2ANauXTshv7RsUcc2Qg0rSea+TvaG6e93ciI8iGJ34mtqw9fUBoCuFink0hSyaQrZDMVCrk6FZXQSx0y1fiUkdF0rtQ/NuS+1UKQv3I/b6aK1rdUidlWK4tZhQ+YqRbHHi9vjQVZkc87RMGagQlkNWZLANoaIoh7KVaRMpmp+DMqEqmzPYppge31e0yxZCHL5PJm0eUEVhjHhWToJCaOinWqOIExu2TUPZcQ2Cvk84XAEv99HU1PzpKqVsqLgC/jxBfxICNNeJpslUuE36PX5cLmcNUk+SMiSVPXdEgLThkaYaSdjfV7N9m/t91IYgmg0QrGo0tXVVdPbcX5nM0qd96CpvQebffh9drvdVnKFqqoMDAwQjUbZsWMHsixbBKmlpeWMt09nkvyNRL1WcSwWm5FW8fPPP8/NN9/Ml770JW699dbzjvwBfPvb3+YDH/gAs2bNwmazIcsy3//+97n88svP9dIaOANoEMAGpoVIJMKuXbuYO3cuR48endhQOrB6VoCX+1LohplvC4JcUcPrdbOsy8+LO3dz4MgJfH5/aTA9iN1uR7E78Nib8QRMOwxD1ynmsyYhzKUp5DIYuo4kS1XzUaNmv6YBSZYRhklgNUOQy+WIhMMEAoGxicQIQ+ZisUi2ZLkSjUZxul0E/QGcLlf1fNk0UV6nNN682AgIwyASjaIWi6ONqyvsWUYabJs3DqunzTzmgmkvMzRENBLB5XZZ7dPKYx1Jemaq+merIKtA6T2L0hQKEgjVroRNfLuY0XNeL7RCoZAnl88zMBBD03TcbpeloFZsSul1KqWe1Py6SKXWsYQim69N2cDZ9Fhk1FxrGeURBE3X6e7qQq7xOWryuWkO1GvjSmNav9jtdjo7O+ns7MQwDFMNX6oMVrZPW1tbzXGHGUSZ/C1fvvysmCJPxoB6vFbx9u3bueGGG/jc5z7Hhz/84fOS/IFJAJ977jkefPBB5s6dy9NPP82HPvQhuru7ecMb3nCul9fADKMxA9jAuNA0bZTFixCCY8eOcejQIVauXElXVxdPPvkk69evJxgc/4IaSRX4x4f3czSWxeNQMIRBQTVYNyfI318xhxdfeplcPk8iHieeSJDNZPB4vYSCQYKhkGlSPAKJnMqzRwY5cCqGpOaYH5RZ2izjlPUqM+HpoDx3JUtmxSaVShGLDdDS0oI/4J/ydjVVJZ/Lk0ynKOYLOJzOKkXxVCGVXJNl2TYpda6hG4TD/QgBnZ0dyCOqHYoko5cI5WTn89SiapoUl2bpHE6nOTfo8eJw2Ks4kSwpZuzbNCBLZlGtLIApVyXb2iYY7VYHY82Tlk2lR84NOko5xV6PB7u9vtH2WNW/ajNs88eTUUoa6evvRRiCzs7OmmbjsiRZwo9aCLZ2MXvpmvEOfRTK7dOyuCKRSOD3+y2C5PP5pkV6YrEYu3btOmvkbyyMNKAuH2u9VvGuXbu49tpr+cQnPsGnP/3p84b8jZwBzOVyBINB7r//fq699lrrce9///s5deoUjz766DlaaQNnCo0KYAOThmEY7N27l1gsxsUXX2wRvonEwZXR7nfy2Tct4aFd/bxwPI7TJnPZomauXt7GvoOH0Q0Dh8NBW3s7be3tqKpKMpEgnkjQ29uLy+0mGAwSCgZxuVykizq/ePE0fYkCLrsD7A62JQz6cPLOi7qRihmrQljMZac2mF9lxyExODhAMpk0Y8I8E4sJqwdFsREMBvEF/FZGcVlRbC/Fenm9vklnFJsCFSbV+tVUjXB/Pza7jfb29lEtTHOO0iQnkjRaZT0e7BWzdOVjzWYzJOIJFEW2CJLL7Zk2+YPqlnI517ezswuXe3oD/sqIqmIZlYkidecGh+JmTrHXg8fjKYmDSornGuMLVcdSfr0rU+wMg/7+fpAkurq6UBTbKIIIgu4Wf13yB9DSPTXj58r26bx586qUtseOHcNut1tksKmpacwRgJEok78VK1bQ2XnufQkn0ip+7LHHWLVqFQsXLuTmm2/mIx/5yHlF/mpBVVVUVR313iglR4YG/vzQIIANjIvKk1ahUGDHjh0IIdi4cWNVm6dsBTMRCCFo9dp512t6eM/G2dY+TvZFGIwnRz3ebrfT0tpKS2sruqaRTCaJJxKEw2EcDgfHc056EwXafE5rtsnnNOhPFtjdl+GS+U14AqbiURiG2TbOZUqt4wy6ro675rKoRAbC/WFyBXPA3u6ceFJEPTgdTopa0dyPTbHybA3DsIQVvX29lqLY7fXgdrnHJF6KZBIUWVZqZ+7WgFos0tffXxJFtIwWbgiqyLMsSejTuKaVjzUUCqBqpogkm83S39+PJCul1BVTZTtREUnV9isqv4mSEXJnRycer2darWVZMgUktddUe52Vc4OmOMg81kgkAsKcG3S53QR8vrp2PeXxg0oYJVNuWZbp6OhAkiWTOI/gpq6S8EOS5OHEFEkGBIYh8AZCePxTb4dXorJ9quu61T7du3cvmqbR2tpq/Vurml9GNBpl9+7d5w35q4WRreLBwUF+8pOf8KlPfYpYLMaiRYvo6uqir69vxucWJ4t0Os2hQ4esvx89epSdO3fS3NzMnDlzuOKKK/jkJz+J2+1m7ty5/OEPf+DHP/4xd9555zlcdQNnCo0WcAPjQtd1NE0jlUqxbds2QqEQq1atGjUE/dxzzzF37txxWzRCCHRdxzAMZFm2yF82X+DZ7XtM898JwjAMkskk9+7s59hQkaBDwma3YbfZUWw2BrIqS9s93LJubKsIrVgoiUsyFHIZ1BHikrIdh2GYSl9hCDo6O2dkVk+RZAzdQIxTFKlM58hkMsAYiuKSmTaSPGxLMg7Ks4xjpZZUztJNxB9yQhCmmKY68k4iX4qly2az6FYEnxe32zOhLGWrRStM25B0OmVW/lzu6VUWhSitd/RdsiSb1ZJJ5VSbc4PZbJZ8LkehqI6eG6T0GSw/oQRD1+nr68dms9HRUd/CBmDZnHaa/fUtXOYuX4+/uX0SC588hBCkUilLVZxOpwkGg1Z10OsdbslHo1F27drFypUr6ejoOKPrmmkcOnSIa665hje84Q0sX76chx9+mOeee441a9bw+9//fkyLrDOJrVu3ctVVV426/d3vfjd33303/f393H777Tz++OMMDg4yd+5cPvCBD3Dbbbed19XLBqaGBgFsYFzous7p06fZtWsXCxYsYMGCBTVPBi+88AJdXV1VjvyVKFtglNvE0ggV5Au799es/k0ED+7qZ+fJBE1uGU3VUDUVSZJJFiVW9/i4af3sOmrM2jB0nWLOJIOFXJpiIUchZ6o8Fbud9ra2SW1vLNhtNtQJVk4tiGFFcTqbwTAM3G63WR30eIZzeSdooFyeixtrltFKuii9ZTPlzVcr5qxq3QJTMJPNkMlkUYvFkojEi8ftQamhcoXSHJ2uE4vFyOVydHV2YXPYJ/ya1MNIQUnddU8S5W+CWmdu0OfzY1MU64G6qtHX34fT6aStrW1M8tfsc7Nsbn0S5XR5WbTuL876RT6fz1tkcHBwELfbTVtbG3a7ncOHD7Nq1apXHfk7duwY11xzDZs2beKb3/ym1VKNxWI89dRT3HzzzQ0y1cB5gQYBbGBcnD59mh07drBq1aox2zA7duygqamJefPmjbpPlELry7MkI8nfyb4ILx86NuU1Hoyk+dX2PhwKeJ02U6CRV8kXVTa2CzrdBsFAgGAohN/vn7CFg2EITsZzDCUz5KInaQ84CQV8FHPZUVXCqcCuKKja5GboRqFMkDIZMtksmqricDnx1VDZ1kIykWBwaIj2tnYz+q3WLoRpeF2u0lXOuU0HEtKohJLxtq2pmnmsuSyFXN4kSB4vXu+wsEKRJVRNJxqJoqkqnZ2dKHbbtKuWYwk/xjJtnghqCT+G5wYz5PJ5FNmcG3Q6XQwODuB2u2ltbRtzn7IksWZRNy5H/dm/7gUX0Nw1Z2oLnyFomsbAwAAnT55kaGgIRVFob2+3LGbGyhI/X3Dq1Cne+MY3cs011/B//+//ndSsYwMNnG00CGAD46JYLJJMJvH7x1a57tq1C6/Xy8KFC6tur2z5SpJU86SoahqapqPrOrphmP/qxvDfR/xZK21PN4zS8wx+u6efPx0eIK9qgIRDMrhobogrFzebiuJEgkQ8TqFYJOD3EwyFCAYCKHUuLJFUgV+/1MfpoRz5YhGvy8FF85r5y+VtJhkqWdAUS+KSQjYzKaWthECSpx8VVgkhBIaukU5nyeZyFHI5S1Hs8Xir0yBKrdFUKkVXVyeOMawsRla9JhRDNoG12mR5lDH3ZMiloZcFM1lyuZwprPCYwoqh+BAI6KhQxE6/+ldfnatMUmldCVmSSq3jOvODsoKumUrxVDpFJpNBkmTrffV43HUr0rPbQsxuD9Xdt2Kzs2T9lXW/B2cTkUiE3bt3s3LlShwOhyUkyWazVbYrM20xMxPo6+vj6quv5vLLL+f73//+WYmUa6CB6aBBABsYF4ZhoKrjiyT27t2L3W5nyZIl1m315v3OBIQQHI5l2XXabCNf2BNgQYt7mEAaBoZukEgmiUSjhMNhUqk0Pr+fpuZmmkJNyIqCbhjkiypfefQVjsdSuFDxel3kVUG+oPHGFa28dn5TTaWmOUuYsUhhMV+/Smi32VG18V/XyaBMUMpEp1Jlm8vmsNvtpjG1x0MikaBQKNLV1Tmm1UzJts6q0kmTEJVMZK2VmE5buSysyOWypJJpAHw+H16vF5fbhazYpkValTFSZKRSCW5q6vJSnOAYp+Jy5bJYKNLf34fP58fj8ZDLZclmsqiaVnNu0GW3sXpRd13TZ4C2ngV0zFs6+XXPMMrkb9WqVWYkXwUqbVfi8Tg+n88igzOR0DFdhMNh3vSmN7FhwwZ+9KMfnRXy9/TTT3PHHXewbds2+vr6RsW6Aezbt49PfepT/OEPf0DTNFasWMGWLVuYM+fMVHvL5/kGXh049z/5GjjvMdGT60gbmLNJ/sBc56I2L4vaqr3dZFmmckzM7/Mwq7sTWGUKHyIRIpEIp44dIhAI0N7eTq/hISZ8dLS7aQoGsJUuqOFkgePCyf/ceCFKqWqjGwaabmCUKpRaqVppGAbFoko2nSSTipNJxsmmExQKBQzdwAB0XcEQAl0XGMJAN0zDasOYPJWQJdB1k+CUK2i1FMXpdJp4vBcJCZ/fj6ppZnutXvVJktDLqxHCNNWbJmSJGTPmLkOSZZxOJ4ODg3i8HvyBALlsltjAALqu4/X5cLuceDyeUb6G40LAWPkssjyFlJUSbIpcd6YQhquWxUKB/r5+AsEgoaYQYBqLNzU3W36D6XSKgVjMaouvXToXRRojdUWSaDrHrV8wCdSePXtqkj8Ar9eL1+u1LGbKaSRl25Wy+fRUEjqmi1gsxlve8hYuvPBC7r777rO2/0wmw+rVq3nf+97HjTfeOOr+w4cPc9lll/E3f/M3fPGLXyQQCLB3794zVj2NRCI137sGzl80KoANjAshBMVicdzHHTx4kHw+z8qVK6tm/s4G+ZsJFAoFoqXK4GMHhnj0lExP0IXL5bRO6sm8hm4I7n7XWivHeLJQC3myqTi5VJxcOkEunahZ9TIMkxQahqgihrphYAgx/OfS/SaRNEBWUNWi+fzSY8r3F4sqp3t7kWSZgD9QsiLJIASWJ53bPdxOHGmgPd0Wahm1hBTTbSurxSLhcD9ul4eWylxfYXqcZTJpS0TidLtKrWJvzai00esdI0ZQlCp0U6j+DdcN638/ZFkhm8kQDvfTFGoaN7mkPDdoQ6fVI2Oz2wkGAwQDQbw+b9V3carGzzOJMvm78MILTTHLJFCZ0BGNRlFVlZaWFosQjmUxMxMYHBzk2muvZcGCBfziF7844/urh5GmzgB/9Vd/hd1u59///d/P+P7vvfdePvjBD3LLLbewZMkSbrvtNkTZiaCB8xYNAtjAuJgoATx69CiJRIJVq1bVFXuc78jlcuzYsYOjaZkf7dPwKgaSoSHLMg6Hg8E8LGjzcddfrTLzdWcAQggK2RS5dKJEDJMUsqkpEQohSrm8NYhUPp/n8OEj+P0+Zs2ahRCgC4GmGWZVMBFnKJ5EVVU8Xh8+vw+322v6ypUIpGGAZuhV5LOSlJbJ5lio10qdTvu3WCgQCYfx+mrn+lYSV03VrCSSfC6P3eGwZulqGW2PTBKZyXWPpSg29y2TyWYIh8O0NE88baYs/HDYFNIp871NJpMgIBAIEAgGCPgDLFr7Wjz+0JTWPhMIh8Ps3buXVatWTZr8jYQQgnQ6bZHBVCpFIBCospiZyXNRPB7nLW95C52dndx3333jxsGdSYwkgIZhEAwG+Yd/+Af++Mc/smPHDubPn8/tt98+qk08U/jDH/7Ajh07uOOOO5g/fz633norN9xwAz6f74zsr4Hpo0EAG5gQCoXCuI85ceIE4XCYNWvWALzqZkESiQQ7d+6kvb2dhYuX8D8f3M/OU0mCLgVZGAxli2iazvXzZd60soP29nZCodCkjjNT1Hj64AAHwhk8DoXXLmjmgu7RF3VD18llklaVMJuKoxZy425fVmwY+mghQiaT4ciRI7S2ttLZ2VXXMUQIyOdzJBIJ4vEEhXwer89HKBSkqbmllNs8PirJYSUxLFeFdcNsU5db30JSUFXVvL9UyRyuclaQzVIebiVyuRyR/jDNzc34g4HRrwlyqX07+lRn6Aa5st9gLociy6a9TEU6x1izf1D255v8aXQi8YT5fIH+/j7aWlvxTuJCWlP4ISCTzZBMJEkkEhiyjUVrXkt7e/sZye4dD/39/bz88stceOGFtLa2zvj28/m8JSIZHBy07HLa2tom/b0diWQyyebNmwkEAjz44IPnXJQykgD29/fT1dWFx+Phn//5n7nqqqt49NFH+cxnPsNTTz3FFVdcccbWkk6nef/738+JEye49NJL+cxnPkNzc/MZ218DU0eDADYwIYxHAIUQxGIxtm/fTiAQoKPDJEhu9/Qi0s4WIpEIe/bsYeHChcyZMwdJkoili3z/meO8eDyOqhs0exxsXt3JZbPsRCIRotEoQgja2tpob2+npaVlzIvKYKbI5x/az/7+NHrJK9jtUHjXJbN42/qxjarBFJhYVcJS61gfJSIZkRGGSWyPHz9OT3cPLa0tk3pdCoUCiUSSRCJONpvD7XYTCgUJBIK4XDNX8ZiMsESIYUI4OBTnxPETdHR3EQyGqtviJSIpVbTEyyRUF6MrmJpuWFFt2WwGBPh8Xlxud1VbvBLTaYmPRywzmQzRyOQzi112G2sW9SCPQ9ZbZi+hYCijsnvb29tnvFo2En19fezbt++Mkb+R0HXdmhuMxWIYhmFl97a0tGCfRN52Op3mxhtvxOFw8NBDD+Hx1DfXPlsYSQB7e3vp6enh7W9/Oz/96U+tx11//fV4vV5+9rOfzch+67V5NU3jf//v/82jjz7KZZddxuc+97lxXSQaOPtoiEAamBDG8k8TQqBpGqFQiMsuu4xYLEY4HObgwYP4fD6LDFa6/J8vEEJw4sQJDh8+zAUXXFBlOtvqc3D71YuJpguk8zpdQScuuzkL2NraihCCeDxOJBJh//79qKpKa2srHR0dNX3LfrGtl719aTr8DuyKmdAxmFW55/lTvGZeE/Naxr6Q2BxO/M3tVlqDEIJiLmORwkI2TTYdr8grNgfUe3t7mTt3rpXZPBk4nU7a29vo7OqiWMiTiCdIJBP09ZoGxMFQkGAwZBKkKfKFelXLepAkCZuiMDA0QKS/l2VLFhGoUfkzHysjJpHMIYSwRDnpdJrBoSESySSF7JCZUez14fX5kErm1UJIptq6qiVujCvsGXOmEEinUgwODtHR3o67jjdjPczrah6X/Nmdbjpnm4buldm9kUiEo0ePzmi1bCTONvkDLE/B9vZ2hBAkEgmi0ShHjhxhz549NDU1Wcc71o/WbDbLW9/6VmRZ5sEHHzwvyF8ttLa2YrPZWLFiRdXty5cv549//OOM7KOS/G3btg1Zllm9ejWyLGOz2fjc5z6HEIKHH36Y173udVxzzTWNucDzDI0KYAMTQrFYHEUAy8ke9cQeqqpaooqBgQG8Xq91Evb5fOf8RGAYBq+88orVtp4KQSqjHHFVVhTncjlaWlqs9prdbuftP9hGMqfR4nNUPa8vUeDWv5jHW9dPPyfUMAwK2RTZVIJX9u3m9PGjzJ7VhXdaF6rR9se6bkbwJUqzZYpiM4UGwRA+3+SqR5MlgAgIR8JEIhHmz1+Ab4zqmGJzoGvjz6+Ot798oeQjmUiQy+bweD00N7fg83knNftVFvZourAqmXoFaTQMQTQ2QH9fPz2z5+B0Oava6LWEPVa7XAia/R6WzRlfidk5bxmtPfNr3qfrOoODg9YsnRCiqlo2HUPmMvlbvXo1LS2Tq0afKWSzWatVPDQ0hNfrtchgIBCwPsv5fJ63ve1tpNNpHnvsMQKB2j86zgVqiUAuvfRSFi5cWCUCueGGG3C73VVVwamiTObuuecePv3pT/PZz36WzZs309nZia7rlnDuLW95C5FIhP/8z/+c9j4bmFk0CGADE8JIAjhessdIaJpGNBolEokQi8VwuVwWGaw8yZ4taJrG7t27yeVyrF27dsZb1ZlMxiKDqVSKYCjEPz5XQEemxTdMGMoE8G9eO4d3XFQ7Qm+yMAyDl19+maGhIdatW4fb5TLnCdMJcimzdVzMZya8PcVmQx8jqq5MfssESQhKZDCI3+8fs3o0aQGFMNtbg0ODLFy4cJz3zUwZmVbKSg2oRZVEMkEqmSaZTOByuQgEA4RKldDp7C8SiRAOh1m8ZCku5+QUpeXv53jfJVlWWHrRVSi28dueldWySkPmqcwN9vb2sn///vOK/I2EqqpVreJdu3bx/PPPc/XVV3PfffcxNDTE448/TlNT07leKul0mkOHDgGwdu1a7rzzTq666iqam5uZM2cO999/P29729v413/9V2sG8GMf+xhbt27lsssum/T+yj/yK6t4Dz74IO985zu56667uPHGG2u2eePxOJdffjm33XYb733ve6d30A3MKBoEsIEJoTygD8P+fuWPzmTbQ3opn7VMBm02G+3t7XR0dBAMBs84Gczn8+zcuRO73c6FF144qfmfqSCXyxGNRvnGH07w3OkirR4Zp8OBw+EgUzQoaAZ33LiCld3TqyiU35ddu3ZRLBZZu3Zt3eqUrqnk0klrljCXTowhMhk9V1h/DZDNZkjEE8QTCVRVJRAImHOD/sCoWLrJEEAhBCdPniSdSrNw0cJxK2+KYkfXZ9Zoe3jbNnRdQ9d0UqmUpbJVFIVgMEgwGJxclVtAf7ifWDTGgoUL8Xo904qsGwvNnXPoXnjBlJ5bNmQeOTfY1tY25vG+GsjfSBiGwfPPP8/3v/997r//forFIldffTU33XQT11133ZixmGcDW7du5aqrrhp1+7vf/W7uvvtuAH7wgx/w5S9/mVOnTrF06VK++MUvsmnTpinv8/Tp0zz33HPcdNNNJJNJ3vGOd3DBBRfw1a9+lWQyyYkTJ/jZz36Gz+fj/e9/P21tbei6zic/+UkUReGOO+6Y8r4bmHk0CGADE0KZAJYrf7quz4i/n2EYDAwMWKIKSZIsMjjTs0cAqVSKHTt20NLSwvLly8+qUvnYQJbbH3iZ00M5ZHQ03UCWZC6f7+OTVy8hMIVEA0MIHt0b4de7+jk9lCMgF7hqrpP3/OX6SRNbrVgYVSkUwqghNJkYKhXFiUSCfG5YURwIBHG53RNu/RqGwfFjxykUCixcuLA60q4GJEky00ummdVcD2UCWIlyJTSZSBJPxBFCEAiYldCAP2DF0Y1CRVVz0aJFeLy+ybXEJ4nF6y7H6Z7+PG55brBcLas3N3j69GkOHDjAmjVrXnVqUFVV+Zu/+Rv27dvHd77zHZ555hkefPBBnn/+eW6//Xb+6Z/+6Vwv8azie9/7HrfddhvHjx+ntbWVG264gdmzZ/OOd7yDH/7whxw+fJiTJ08SCoWYO3cu//7v/47T6eTZZ5/lrrvu4q677jovqqcNmGgQwAYmBFVVzSzeM5jsUTZ1LbdOJ6OwnQhisRi7d+9m7ty5zJ8//5zMIJ4ayvGb3f28dCqJ16GwvtPOUm+O+OAATqeTjo4O2traJlwJ/fFzJ7n7uZNmqoamoiHhdjr48JXz2by6a9rrLeZz5DNJixjm00k0dXxLoJrbKhaJxxOmojiTxev14g/4CQVDOMdQFBu6wZGjRxCGYMGCBaOqiLUwI7N/dTChrGIB2VzWFM0kzPQXf8BPMBAkEAxiL5tPCzh16hTJZJKFCxfidDmn5Ss4HvxN7cxdsX7GtztybtAwDNra2lAUhd7eXtauXfuqI3+apnHrrbfy0ksv8eSTT1ZV/CKRCOl0mgULFpzDFZ4b/PVf/zWhUIi77rqLL33pS/zsZz/j8OHD3Hjjjdx0003ccMMNfP7zn2fv3r3cd999Vsv4wIEDLF167iMHGxhGgwA2MCEMDQ1ht9sRQpyVZI9KhW0kEkHTtCqF7WTjlk6dOsWBAwdYsWIFXV3TJ0YzjbJNRbkSWqlarFcJjWdV/tvd28kWNRyiiMNux+lyMZAu0uy18+P3rMNtn/lYKrWQN6uEmST5dJJ8JolazE9qG4YhiA8NEU/ESafSOByOkqI4iMftseboNE3j8OHD2Gw25s+fP6EfAaZiHSbatp4sJi1aAQr5AolkgkQ8QTabxePxEAgGyGVzZHM5Fi1aiMPhOKPkD2DeBRfjC53ZFmx5bvDIkSMMDAwgSRLNzc1WdfBce+ZNBLqu8+EPf5hnn32Wp556ip6e8W2a/txRJnK//OUv+dGPfsT3v/99uru7eeGFF1BVlUsvvdQqDtx6660MDg7yk5/8ZFQ6SkMJfP6gQQAbGBe9vb0sXLiQK6+8ks2bN3PttdfS1NR01r7EQgiSyaQ1IF8oFCwyWLY7GOu5Bw8epLe3l9WrV78q2g9jVUIrs06fPzbEJ7bswYWKx+3CWTrRFjSDVEHj229dxYqus+O9pRbyw5XCVGJcUijLNgzDJFGGbpBMmebEyWQSWZYJBoN4vV76+vrxeNzMnTt34pnUNvuU29bjQZZKBG0aH31V1Ugk4vT396NpGg6Hk6ZQiGAoiM/nP2ME0OUNsGjNa8/Itkfi1KlTvPLKK6xduxaHwzGlucFzBcMw+NjHPsaTTz7J1q1bmTPn3Gcln08QQvC6172OYDDIAw88UHXfK6+8wne/+11++MMf8vzzz7No0aIG4TuP0SCADUwIe/fuZcuWLdx///3s3buXK664gs2bN3PdddfR2tp6VslgOp22yGAul6O5udlqnVbOvem6zp49e0ilUqxdu/a89CEcD+VqSpkMFotFWltbaW9vZ9fpBF/8/WlCHic+93ALNVvUKWgG33vn6nG9Bc8kysbV5UphLp1ALeaRFBuiTgWtPEc3ODhIPB5HlmRCJXI0nqIYyqkccKaqfzNBLg3D4NixY6iqyrx588jlciQTSZIpM6qtXAn1T2EmdCz0LFpFU8fMKM3HQiX5G/mDa6Jzg+cKhmHwD//wDzz00ENs3br1rLV4n376ae644w62bdtGX1/fKEuXSnzwgx/ku9/9Lv/yL//Cxz72sTO6rpHkrWzvcuzYMd7+9rfzsY99jLe97W0APP/883zhC18gEonw4x//mBUrVlTZwTRw/qFBABuYFIQQHDp0iC1btnDfffexY8cOXvva17J582auv/56Ojo6zuqvvbLdSjgcJp1OWxYVwWCQffv2IUkSq1evPmch7TOJMvkNh8OcOnWKQlHle684COck2gMu7IqMphtE0kXWzQnxjZsvmNZ7cXIox2CmyNwWDyH3zCilTVKYtKqF+UySYj5b9ZhsNsuRw0doaW3B7w+QTJiKYq2kKA4EAwQDwZqzgDabHe0MVf8kSS4pc6d+yjQMg6NHjmIYxqh5RklWSCbilmhG1/UqEclEZh/rwWZ3smTDlWecYJ08eZJDhw6xdu1aQqHQmI+tNzc4E36DU4FhGPzP//k/uffee9m6dSuLFy8+a/t+5JFHeOaZZ1i/fj033nhjXQJ4//3388UvfpFoNMonP/nJM0oAy+StPJqycOFC6zyaTCb5whe+gK7rfPOb37Se8+yzzzJ37ly6u7sb5O9VgAYBbGDKEEJw/Phxiwz+53/+J5dccgmbNm1i06ZN9PT0nFUymMvlCIfD9PX1kU6nsdvtzJs3j87OzlfF3NFEYBgG+/fvJxaLsXz5cl46McC//EeYgZypypZlmTnNHv735hVTrv5FUwW+9rtDbD+RQDMEHofCptWdvP+1c7CdAQKhayr5TIpcJkn49An27tpJe2tTdUpE2Yw5niCeiJPP5fH5fGa1LBDE7rAjAHmKubwTwXSFJYZucPjIYSRJYsH8BSNUwSPMtoX5eY4n4iQTSfL5PD6/z7SYKR3vZNA+exHtc84soZkM+RuJen6DZ2tuUAjBF7/4RX784x+zdetWli1bdkb3NxZqmTqDqaZ+zWtew2OPPca1117Lxz72sTNGAMuVv71793LLLbcQj8eZP38+f/d3f8eNN96Ix+Ph+eef53Wvex0/+MEPeOtb31rz+Q2c32gQwAZmBEIITp8+zX333ceWLVv405/+xLp16ywyOG/evLNyQhgcHOSll16ygtAjkQjxeJxAIGDZy7xa8olHouzxl8/nWbt2rXVRTORUnni5n6P9g7iMLHMdGdqbApaIZDJxVYYQ/Pef7WJ3bwqvU8GhSGSLOqou+NvXzuVdl8w+U4dHOBxmz549rFixgo72dvLZFPlSlTCXTpLPpsxYN8xWYrlSlklncHvcNDW3EPD5xlQUTxXTFZboms7hI4dRFKWmmGU8clkoFCx7mWwmi9vjtvwGXU7XmDOJkiyzdP2V2Bwz/7qUUY5TnAr5q4Wp+g1OBUIIvvzlL/Pd736Xp556ipUrV87YtqeCWgTQMAze8IY3sGnTJv7+7/+eefPmnVECCOZ78OY3v5kNGzbwlre8hW984xv09vZy880388EPfpBAIMA3v/lNfvOb3/Dd736XhQsXnrG1NHBm0MgCbmBGIEkSs2bN4qMf/Sgf+chHCIfD3H///WzZsoUvfOELrFy50iKDixcvPiNksLe3l3379rFs2TJLtTdnzhyKxaI1Q3fo0CF8Pl9VJN2rAcVikR07dqAoChs2bKiadQy67dy4fjYw23psOXXl0KFDk4rg234iwb7+NEG3DadNLm1fZiirct/OPv5qQw8O28xXActzYxdeeCFtbW0AePwhPP6Q9RjDMCjm0la1sKnUSi6UYtqSyRR9p0+biuJgkGCoWlE8HciKbcqzf6qqceTwYZxOJ3Pn1RCzCMZVFTudTtra22hrb0PTNJIJUzQT7g9js9sJlY7X6/GOOt5Qa/dZIX/r1q2bVpxiJbxeL16vtyqnOBqNznhOsRCCO++8k3/7t3/jiSeeOOfkrx6++tWvYrPZ+OhHP3pG91PZtvV6vSxatIjbbruNWbNmcfnll/OhD32IX/3qV+i6zkc+8hE2b97MY489xs6dO1m4cGGj8vcqQ6MC2MAZhRCCgYEBfv3rX7NlyxaeeOIJlixZwqZNm9i8eTPLly+f9glDCGEZkF544YVjJg2U84kjkQgDAwO43W6rMng+KhLBnInbsWMHfr+flStXTuqCp2laVeqKw+GwyGAtr8EHd/Xz1ccP0e6vnpnMlaqAP3nfOjoDM9eOE0Jw7Ngxjh07xpo1ayat0hZCUMxnyWVSFDJJMsk4kb5TDMQiVYriSSdzVO6DqbeW1aLKocOH8Hg8zJkzp+b+pyMsMQzDjOGLmwpqJMzklWAIn9+HLMssWvNaXN4zk1t7/Phxjhw5MqPkbyzM5NygEIJvf/vbfO1rX+Oxxx7joosuOoMrnzhGVgC3bdvGtddey/bt2+nuNvPCz0QFsGzh0tfXx1e+8hVyuRwHDx7koYcesgR0uq7zsY99jBdeeIGrr76a//W//hef//znefbZZ3nsscfO+txmA9NDgwA2cNZQ9vb7zW9+w5YtW3j88ceZO3euRQZXrVo16V/zhmGwd+9e4vE4a9eunVRFrx456ujoOCf5xLWQTCbZsWMHnZ2dLFmyZFprGuk1KMuyRQabmpqQZdm0lrnvZfxOparSN5RVCbjs/PL963HNkLdg2aKnr6+PdevW1cwRnSo0tUg2lSDce5L+0yeI9J2mmM8SDAQmrCguYyq+f2BWYg8dOozf72P2rNl1K5GyLFsxi9OBEIJMOmP5DWq6RlvXbC64+MpRCvmZwNkmfyNRaQ812blBIQTf/e53+cd//EceeeQRNm7ceBZXPjZGEsBvfOMbfPzjH6/6vJaTmGbPns2xY8emvc8y+YvH4yxevJiVK1fS39/PyZMneec738mdd95Z5aLwd3/3dzz77LP89re/pbu7m0cffZSrrrpq3HjGBs4vNAhgA+cMyWSShx9+mC1btvDoo4/S0dFhkcF169aNe4EuFou89NJLGIbBmjVrpnXyqWfEXI6kOxdksBxGv3DhQubOnTuj267lNdja2kpzaxuffbyXA+E0fpcNu022bGXee8ls/ua1U19HTtX5j0MDRFJFZoechAphkvEh1q9fP6k5xalACNN4+tSJY/SdOk42lcDjtOF12fF5vfUVtkIgyWX178RRyBc4dPgQoVCInu6euuTvjHkWCsjlc7iaZ5EpGqTTaZqamixyNN052GPHjnH06FHWr19PIHBmqouTRTabtar7Y80NCiH44Q9/yGc+8xkeeughLr/88nO88mqMJIADAwP09fVVPebqq6/mv/23/8Z73/veaaVrGIaBJElIkkQul2Pr1q088sgjfOtb3yKVSvH1r3+dxx9/nIsvvpgvfelLVSSwMtmj3PpttIBfXWgQwAbOC2QyGR555BG2bNnCb3/7W0KhENdffz2bN2/m4osvHmUnUG6L+nw+Vq5cOaN2A4ZhMDg4aJEjSZJoa2ujo6PDqpSdaZTnGS+44IIzHjo/0muwP1nk16ccHE8JhJBwOxSuuaCdD185H0e9PNtx8Eo4zacf2EdvIo8kmaKIbi986+1rmdN2dqtHQgjLPigSiZAYGsDrcuD3OPG6HRhqwbKmqTSsnihyuRyHDx+mpaWFrs6uMWcQz2Tyh9PlZdG6v7Au7uW26dDQED6fzzIXn2xrvNyyX7du3XlD/kaicm5wYGAAVVX51a9+xfXXX08sFuP222/nwQcf5KqrrjrXSwUgnU5z6NAhANauXcudd97JVVddRXNzc00j6um2gPfv348syyxZsgQwR2Pe8573sHXrVm6++WbL2iWbzfJ//s//4be//S0bN27ki1/84nn7njcweTQa9g2cF/B6vdx8883cfPPN5HI5Hn/8cbZs2cItt9yC2+3mLW95C5s3b+bSSy/lqaee4qtf/Srf+ta3ZmSGcCRkWaa1tZXW1laWLVtmRdLt2bNnxvOJR6JyJu5s5adKkkQoFCIUCrF48WLS6TRrwmF2HA0TTeZY1t3E0jku0DVQJu+nqBuC//XwAXoTefwuG7paQFMEfTmFbz59iq/fdHYJoCRJ+Hw+fD4fCxYssMhRJBLhWCSO3++ntaObgM+NLHQK2RT5jPnveGQtm81y+PBhq3o8FqZCLieDlu5h5b3b7WbOnDnMmTPHmoONRqMcO3bMGn2YiKji6NGjHD9+/LwmfwAOh4Pu7m7Lj27fvn3kcjne//73k8lkuOqqq4jFYqRSqRkdPZgqXnzxxSoy+vGPfxyAd7/73dx9990zvr8f/ehHZDIZvvWtb2EYBoVCgVWrVrFz506ef/5563Eej4dPf/rT2O12fvGLX5BOp/m3f/u3xqzfnwkaFcAGzmsUi0V+//vfs2XLFh588EGKxSKZTIa3v/3t3HXXXTM+1zQWypWycDhMJBJBVVWLDLa2tk67CimEYP/+/UQikRmfiZsqynYckYgpqgiFQtbc4ES92badiPPRX+7BZZMwNBVJknA5nWRVHSHg53+znq7g+eHTWKmgHhwcxOVyWcfr9/tRCzkK2XTJoiZFIZOikM8AkE5nOHr0CJ0dnbS1t427L0Wxo+tnxrRasdlZsv5KlHEu1GVRRXn0AbCSZkZmbpfJ3/r168+Lz+Zkcd999/GBD3yAf/zHf2RwcJBf//rXHDp0iBtuuIGf//zn53p5ZxXf+973+OlPf8rWrVut2zKZDPfccw9f//rXufjii7n77rstoqeqKl/5yle49NJLef3rX3+OVt3ATKNBABt4VUAIwZe+9CW+/OUv8xd/8Rfs3LkTVVW57rrr2LRp01kfQC5HlpVTSPL5vHXhbGtrm/QvZF3X2b17N9lslrVr156XXoX5fN4iCkNDQ/j9foscjRWz99SBGJ9+4GVcso5NkXE6nCBBUTPIqwb/76/XsKzz/LPj0TTNmguNxWLWXGhbW1vVKICh6/SdPsGOF59nVlc7QZ+HfDY15myfJMmmp+EZGpdq7ZlP57zJmRmPHAUoFAq0tLTQ1tZGNpvl9OnTr1ry95vf/Ib3ve993HPPPdxwww3W7YcOHWL//v1cd91153B1Zx+qqrJu3TpuvPFGvvjFL1q353I5fvzjH/O9732PxYsX86Mf/agh7PgzRoMANnDeQ9d1br31Vh555BEefvhh1qxZg67r/PGPf+Tee+/lgQceIJVK8eY3v5lNmzbxhje84awSqPJMWbkymMlkaGlpscjCeDF0qqqyY8cOJElizZo1Z7WqOVVUVsoGBgbweDx17XQO9g7wrh/vQpYkgt5h0+JETiXosnPvBy7C4zi/I6NGimbK9iPt7e0YhsHLL7/M8uXL6erqsp6jFvJWpTCfSVHIpijk0gghzpz4A7PFvXj9FTicU/8OlD/T0WiUkydPUigU8Pv9dHV10dbWdsZFOzOJRx55hHe961388Ic/HJVY8V8RZcXv17/+dZ544gluv/12/uIv/sK6P5fL8ZOf/IT/7//7/+jo6OAnP/nJqzJHvYHx0SCADZz3EELwta99jXe+853MmjU6zN4wDJ577jmLDEajUa655ho2bdrE1VdffdZPXpUCg1QqRVNTk1UpG/lrOpfLsWPHDrxe74yLWc4WxvIaBNi5cyePR3w8dSyHLINDkclrBhISH7piHu+8ePR7OlHEsyq/2d3Py30pgm4716xoZ83sMztTWBlb1tvbS7FYJBAIMHv27HHtVspm1rlMimK5lZxNoxZyM7a+YGsXs5eumZFtlf01V61aZalsBwcH8Xq9FgH2+/3nrfLziSee4O1vfzvf/e53ecc73nHervNc4MiRI9xyyy3Mnz+fL3/5y1XZx4VCgX//93/nzjvv5Bvf+AZvfOMbz+FKGzhTaBDABv6sYBgG27Zt49577+X+++/n9OnT/OVf/iWbNm3iTW9601kfXM/lcsNq00SCYDBokSNN09i+fTsdHR0sXbr0z+LiVDlTFg6H0XWdYDDI3HkLeOhghl/v6ieZ12jzOfmrDT3cuKZzysd9aijHf//5bvoSeQwhkCUJmyzx36+Yx397zZmLrCujrNResmQJqqoSiUSq7FYmMyepayqFXMZMNsmmrTlDTZ189vCCCzdWJahMBUIIjhw5wqlTp1i/fn2Vv6aqqpbCNhaLYbfbLbuVs6WSnwiefvppbrnlFr71rW/xnve856x9v55++mnuuOMOtm3bRl9fX5Wli6qqfPazn+W3v/0tR44cIRgM8oY3vIGvfOUrlsnzTKOWNUv5tl27dnHVVVdxxRVX8OlPf5qLL77YekyxWOTw4cMsX778jKyrgXOPBgFs4M8WhmGwa9cutmzZwn333cfhw4d5/etfz6ZNm7j22mvPur9foVCwyODg4CAALS0tLF269M+uxRIOh9m9ezdz585F13UikQi6rtPc0oqvqZXZnW047NNTEt7+wD5+tz+Kz6Egy6YHWbaoo8gyv3z/emY1nbkxgJMnT3Lw4EHWrFlTpdSuVBTH43FrTrLsRTdZaMUC+RIZLGRTFjnU6xhTe/whFlw4PVPjcrJOeeZvrHVXWiaVkzkqRSTnSi36zDPPcNNNN3HHHXfwgQ984Kx+zx955BGeeeYZ1q9fz4033lhFABOJBDfffDN/+7d/y+rVqxkaGuLv//7v0XWdF198cUbXkU6nSSQS9PT0WG3fSpRj3/bs2cNNN93E/Pnzed3rXscnP/nJuoSxgT8vNAhgA/8lIIRg37593Hvvvdx33328/PLLXHnllWzevJnrrruOlpaWs3aC6+vrY+/evXR1dVEsFhkYGLDyejs6OvB6va/qk20513fVqlVWrm9l2zQcDlMoFCyi0NraOum5x4Km84ZvPouqi6r5QSEE6YLOx1+/kLdf1DOjx1VG2QR57dq1hEKhuo8re9GV5yQrFcXTSZoRQlSokc1s5EIuTSGXZtbiCwm2do2/kTG2PVHyV+u5lckcuVyuKpnjbIkJnn/+eTZt2sSXvvQlPvShD53T79JIU+daeOGFF7j44os5fvx4Tc+/qeLWW2/l//2//8f+/ftZvHjxmCTw1KlTfOtb3+LZZ58lGo3ykY98hEsuuYT169fP2HoaOP/QIIAN/JeDEIJDhw5ZZHDnzp1cdtllbNq0ieuvv56Ojo4zctEQQljxWatXr7Yyi8sttfIMncvloqOj47yfrxqJieb6CiFIp9NWNTSTydDc3GyRo/FEMwDZos5ffutZDCFw20cTwI9cOZ93XTKzbeByW/TkyZOT9sHTdd1qm5aTZspt4plqm1amOkwF5e9Fb28vGzZsmHZVeqSFUCAQsKqhZ6rivX37dt7ylrfwuc99jttuu+2cf3cmQgB///vf88Y3vpF4PD6jIypHjhzhox/9KC+88AJPPfUUK1asqEkCy7cVCgV0XefrX/86mUwGt9vNbbfddl77PTYwPTQIYAP/pVEmLeU28QsvvMAll1zC9ddfz6ZNm+jp6ZmRi4gQgldeeYX+/n7Wrl1b96RaJgrhcNiaryqTwWAweM4vaPVQeXyT9TDMZrMWGaz0GhwvsuxDP9/Fc0eHCLhs1uuSU3UQcPe717K0Y+asZSpziydbGRuJeoritra2GfGTnApmmvyNRKFQsMhvWTVeJsAzlbu9a9cu3vzmN/MP//APfOpTnzovvivjEcB8Ps9rX/tali1bxk9+8pMZ22+5ZdvX18fHPvYx/vCHP/DUU0+xfPnymiSwForF4oR+jDXw6kWDADbQQAlCCE6dOsV9993Hfffdx5/+9CfWr1/Ppk2b2LRpE3Pnzp3SRUXXdfbu3UsqlWLt2rUTttCoFFREIhHLh669vX3cxIazibINSjweZ926ddOyCMnn81bVaDyvwb29KT7yy90k8xqyBEKAJMHm1V185prFdfYwPoq6wZbtffxmtylYuWhuiNe2FXEW4jOeW1zZNo1EIuTzectCqLW19axcgMvktr+/n/Xr15/xedRa/oplAtzc3Dylz/XLL7/MNddcw0c+8hE+//nPnxfkD8YmgKqqctNNN3Hq1Cm2bt06Y5W2SoJ3xx13MDg4yFe/+lU6Ojp4+OGHWbdu3YRm+hpzf3/+aBDABhqoASEE/f393H///dx333384Q9/4MILL7TI4KJFiyZ0clRVlZdeegnDMFizZs2UL+jlqlE4HCYajSKEsIjRVC+aM4GygXUul2PdunUzOudVnqELh8MMDg7idrurUjkkSeJwNMPPXzzNjlMJWrwOrl3ZwbUrO1DkqbdBP/XAPn6/P4oQIEugGwYuBb739lVcOLd1xo6v1r4r26apVGrC1dDp7PNskr+RKH+uy8es67pFgFtaWiY0G7p//37e9KY38f73v59//ud/Pq9ISz0CqKoqb33rWzly5AhPPvmkNQ4yk/jrv/5rdu7cyac+9SlOnDjBo48+yq5du3j88cd5zWte0yB4DTQIYAMNjAchBAMDA/z617/m3nvv5cknn2Tp0qUWGayXR5zP59m+fTtut5sLL7xwxlp7Qgji8bhlPK3relU+8dlqIVaS27Vr155RA+ty1aiyNV5ZDZ2pC9mLx+Pc+tOXUGQJhyKjaRqGIVCRuWpJC3fevHJG9jMRjExe8fl8VdXQ6R5zuW0fDofZsGHDOTd3rkzXiUaj1mxouTpYy1Ln0KFDXHPNNbzjHe/ga1/72nlTFS+jFgEsk7+DBw/y1FNPWUKpmcS+fft485vfzN13380VV1wBmOKl//E//ge/+93vePzxx7nkkksaJPC/OBoEsIEGJoEy+XrwwQfZsmULv/vd75g3bx6bNm1i8+bNrFy5ElmWeeGFF/jjH//I1VdfzbJly87YhancQiyTwWKxWKWuPVM2HMVike3bt+NwOFi9evVZnVsbmV8rSRJtbW10dHRMW1Bx19aj/PDZE7hsMrquI4TAZrdT0AxsssSfPnkZ8jm4YNZTFLe1tU1pNrRM/iKRyIy3tWcKZePpsoem3++nqanJGqU4ceIE11xzDZs3b+Yb3/jGeUP+0uk0hw4dAmDt2rXceeedXHXVVTQ3N9PV1cXNN9/M9u3beeihh+jo6LCe19zcPGMt/x07dvCa17yG5557jnXr1lm379q1ize84Q3ous5Pf/pTrr766hnZXwOvTjQIYAMNTAPJZJKHHnqILVu28Oijj9LV1cWqVat47LHH+MAHPsCXvvSls/YLu6yuLZPBXC5XFUk3UxW6XC7H9u3bCQQCXHDBBef0wmsYBvF43Jqhm2419Lv/cYzv/vE4NgwkCWw2OxKmuMRtV/iP//Hac14x0XXdmqGLRqPIsmxVBidCgIUQHDhwgGg0et6Sv5EoRw8+88wz3HrrrTQ3N5PJZHjd617Hr371q/MqPnHr1q1cddVVo25/97vfzRe+8AXmz59f83lPPfUUV1555aT3V6+Kd+mll7Jy5Uq+/vWvW6KsfD7P5s2bOXnyJJdeeinf//73J72/Bv580CCADTQwQ0in03zuc5/j29/+Njabjc7OTt7ylrdwww03cNFFF511dWel1Uo6nZ601Uq9bW7fvp329vbzLr2kUlAxVa/Bfb0J3vnD7QjA7bAhSxK6IShoBptWd/K/rl067XVqhhmDN9U5xUpUKoqj0Si6rlcd88jPXCX527Bhw1nNzJ4pvPLKK7zxjW/E7/cTj8ex2+3W9+zNb37zuV7eWUWl4KO/v590Ok1HRwd+v59vf/vb3HPPPVx77bXcfvvt2O12+vv7eec738lXvvIVLrroonO8+gbONRoEsIEGZgjf/OY3+exnP8svfvELrrrqKh577DHuu+8+fvOb3+DxeLj++uvZvHkzGzduPOsJCbWsVjo6OurOVtVCPB5n586dzJ49mwULFpxX5G8kyoKKcjW00muwnimxqqps376d3x7TefiohiEEhmFGzM1pdvP9d66mzT91kcuBcJpvP3WEPx0dQpEkXre0lY9etYCe0MRe//FQS1Fcecx2u539+/cTi8VeteSvv7+fN73pTVx88cXcfffdCCH44x//yK9//WtOnz7NL3/5y3O9xLOGysrfF77wBX7/+9+zc+dOrr76ai6++GI+9alPcfvtt/P73/+eXC7Hxo0befLJJ1m2bBkPP/wwwIQtYRr480SDADbQwAwgHA5z+eWX8+///u9VeZpgtl2eeOIJ7rvvPn7961+jKIpVsbjsssvOevuqLC4ox5UFAgHLa7AeKRgYGOCll15i0aJFM5pWcLYwkgBXZjK73W4KhQLbt2/H4/GwatUqtp9M8ti+COm8zupZAa5d2YHfNXXSfmwgyzt/uJ10QaOSNrf5nfzy/etp8sy83Us6na5SFDscDnRdH9Ok+3xGNBrlzW9+MytXruQnP/nJOYuZO9/w1a9+la997Wvcc889LFy4kE984hM888wzbN++ndmzZ/O73/2ORx55hIGBAWbNmsWXv/xlYDgFpIH/umgQwAYamCFM5ISqqip/+MMfuPfee3nggQfQNI3rrruOTZs2ceWVV561uKwyyga95Xxin89nkcGyJUh/fz979+5lxYoVdHVNPWbsfMFIr0Gv10uhUCAYDLJ69eozUhH550de4d7tvdjk4aQOQwg0Q/CRK+fz/tfOnfF9liGEYM+ePZYBczKZnHFF8ZnGwMAA1157LQsXLuSXv/zleTXzd64ghCAWi/G2t72ND33oQ9x00008+eSTXH/99dx111285z3vqarwVf5Z07QGgW6gQQAbaOBcQdM0/vj/t3fnYVFW7+PH38OmbIrsouIOLqkgau7iCgqyuKTlRzOtzFDU3P2W+ilxLcsyLf1UaommLJobrrmhKCJgLiDuK4sIyM4w8/z+4DdP4FYqMCDndV1eXT0z8zxnBoa555xz3/fx43IwmJWVhYeHB97e3vTu3bvcl+iUSqXcq1dTd6969eqkpaXRqlUrrK2ty3U85SEjI4Po6Gh0dXUpKCh4aq3B0uD9w2muP8ihml7J4DK/UE3XJuasGt66VK7zOE0P7IcPH9KuXTuqV68u/5yLZxRrEmcqYreZ9PR0PD09sbOzIyQkpNy6Uxw9epRly5YRFRXF/fv3nyjnIkkS8+bNY+3ataSnp9OlSxdWr15N06YvX4T8RWVlZdGtWzc2btzI7du3GTJkCEuXLmX8+PHk5eWxYcMGWrVqRadOncptTELlIb4CCIKW6Onp4erqiqurKytWrCAiIoKgoCBmzpxJamoqbm5u+Pj40K9fv3Ip0Kuvr4+dnR12dnYolUouXrwol1m5fPkyGRkZpdq6S9uys7OJjY2ldu3aODg4lMiuPXPmTKnWGqxZXY/HHy5JEjoKMDMsm9mspwV/UPLnXPw5R0dHyxnFr9KVozQ9evQIX19frKysCAoKKtfWZNnZ2bRp04YxY8YwaNCgJ25funQp3377LevXr6dhw4Z89tlnuLm5cfHixX+9r/ZlFN/7l5eXh4GBAV999RXbt2/niy++YPz48QDcunWL4ODg1/KLm1A6xAygIFQwarWaM2fOEBQURGhoKPfu3aNv3774+Pjg7u5e5s3ZH+/ra2RkVKIIs56eXpkUYS5PmZmZREVFUbduXRo3bvzEc1Cr1SVKrWhqDb5s55Xg6Ht8vvsyOiBn/xaqi/70rhrems6NzV/p+UiSROKjfAz0dLAwNkCSJC5evEhaWlqJ4O95ntaVQ5NRbGFhUe5LhllZWfj6+lKtWjV27dql1aSVxws6S5KEnZ0dU6dOZdq0aUDRbLKNjQ3r1q1j+PDhpXr94kFfamoqenp6GBgYYGhoSFBQEMOHD8fDw4Pt27cDRa/d8OHDycnJ4eDBg5XyPSqUPREACkIFplariY2NJTg4mJCQEK5du0afPn3w9vbGw8Oj1Jfs/qmv79MCoxepQVcRZGRkcPbsWRo0aPDMmmzFPa3W4PNKrTxNoVrN3B3x7D6fhEKhkD/QR3esh3/Phq/0Mzx8+QFL9l3hdlouCqBdfTPedtDBWJWFi4vLS81GFc8oTklJITc3t0RGcVnPxOXk5DB48GAAdu3ahYmJSZle7588HgBeu3aNxo0bEx0djZOTk3y/Hj164OTkxIoVK8pkHIGBgaxatYqsrCzy8vJYuHAhffr04eeff+aTTz7By8sLlUpFTk4OiYmJREdHy8k/IuFDeJwIAAWhktDM6gQFBRESEkJcXByurq74+Pjg4eGBhYXFKwUSKpWKc+fOkZeX96/6+havQZecnIwkSSWKMFfEYDAtLY2YmBgaN278UtnMTyu1YmlpKbcre15ygiRJxN55xLGrD9HXUdDT0RJHm1cLbCJvpDH2t1jUxf6MKwBjfQj9sB21zU1f6fwa2dnZ8nMu6x7Fubm5DBs2jJycHMLCwsp8xvvfeDwAPHHiBF26dOHevXslEqPeeustFAoFv//+e6mP4ffff2fMmDF8+eWX9OrVizlz5rBv3z4iIiJo2bIlhw4dYsuWLSgUCpo2bcrHH39M9erVRcKH8EwiABSESkiSJBISEuRgMDY2lm7duuHt7Y2XlxfW1tYvFAwqlUpiYmIAcHJyeuEsS02LPE2QUFhYiKWlJTY2NuXan/h5NKVsHBwcqFu37iufT1Nr8GnFtp9Va7C0jQuM5eS1NHlGUZIkJAkUCpjSuzFjOpd+yZ7Hs6hLM6M4Pz+fd955h9TUVPbt24eZmVnpDfwVaDsAzM3NZejQoXTv3p0ZM2Zw4cIF+vXrx+jRowkICJBn+JRKZYn3rpj5E56n4n1FF15bR48eZeDAgdjZ2aFQKNi2bVuJ2yVJYu7cudSuXRtDQ0P69OlDQkKCdgZbwSkUChwcHJgzZw6RkZHEx8fTv39/Nm/ejIODA/3792fVqlXcvXuXf/qOl5+fT1RUFLq6urRt2/alSmwoFApq1aqFo6MjXbt2pW3btlSvXp2EhAQOHz5MbGwsiYmJFBYWvuxTfiUpKSnExsbSvHnzUgn+oOg5m5iY0KhRIzp27EiXLl2wsLDg/v37HDt2jMjISG7evElubm6pXO9pzt/LRF0s+APQ0VEACi4lZpXJNatXr069evVwcXGhR48e2Nvbk5mZyalTpwgPD+fy5cukp6f/4+/d4woKChg1ahSJiYmEhYVVmODvaWxtbYGi+p/FJSUlybeVJpVKxdWrV+nbty/379/H1dWVkSNHEhAQgFqt5ssvv+TWrVvye1fz2ovgT3geEQAK5UaTVff9998/9XZNVt0PP/zAqVOnMDY2xs3Njby8vHIeaeWiUCho1KgR06dP58SJE1y9epVBgwaxY8cOWrRoQe/evVmxYgU3b9584kM5MzOTyMhIjI2NcXJyKpUPDIVCQc2aNWnatCmdO3emQ4cOmJiYcP36dY4cOUJ0dDT37t1DqVS+8rX+jcTERM6dO8cbb7xRpnUMDQ0NqV+/Pu3bt6dbt27Url2b1NRUwsPDiYiI4Nq1a2RlZb1wYPQ8ViZFe/E05/x7f+Hft5UlTUZxmzZtcHV1xcHBgYKCAmJiYjh69CgXL17kwYMHqNXq555HqVQyduxYbty4wb59+zA3f7WkmLLWsGFDbG1tOXjwoHzs0aNHnDp1qkxKrpiYmNCmTRu++eYb2rZty3vvvcfChQvl6x46dEju7gGIpA/hXxFLwIJWaDurriqQJEmuXxYSEsLRo0dp3bo1Pj4+eHt78/DhQ0aMGMGqVavo06dPuXxoaJZMk5KSSq0/8fPcu3ePuLg4WrdujaWlZamf/994Wt09zXN+1ZI6gadvExB2BQBNa2GJovdX8AftcHjFPYYv63mJM49nFBcWFjJu3DhiY2M5dOhQmcygvYysrCyuXCl6bZ2dnVm+fDk9e/bE3Nwce3t7lixZwuLFi0uUgTl37twrl4HRFGxWqVSoVCr5ffHTTz8xf/586tevz+HDh9HT00OtVjNhwgSOHTvG4cOHsbCwKJXnLlQNIgAUtKKiZNVVFZquAdu2bSM4OJgDBw4gSRLt27dn5cqVNG/evNxnDXJzc+VgUNOfWBMYlUYdtdu3b5OQkICTk1OFmVFSqVQ8ePCA5ORkuaSOJnGmVq1aL/QzUKvVnPvrL348k86xe3/PsOnr6jB3gAO+ThWja4smcUYTBOfm5nL16lVyc3MZNGgQAQEBREREcPjwYezs7LQ9XNnhw4fp2bPnE8ffffdduQ/xvHnzWLNmDenp6XTt2pVVq1bh4ODw0tfUBH/Hjx9n5cqV3L59mz59+jBgwADefPNNZs6cye7du7GxsaFFixbcuHGDyMhITp48SYMGDURvX+GFiABQ0Aptb6quysLCwhgyZAg+Pj5kZGSwf/9+GjVqhLe3Nz4+PrRs2bLcP0Q0iQVJSUlyf2JNMPh4KZp/48aNG1y/fh1nZ+cKu5dMrVbz8OFDeZYMkJ/zP9UaVKvVnD9/nuzsbFxcXLidoSTiehrV9XXo6WCJuXH5FUx+UdnZ2WzcuJE1a9YQFxdHtWrVmDFjBu+99x4NGjTQ9vC0LioqCldXV7y8vDAzM+PQoUNYWlri5+fHsGHD2LRpE/v27SM1NZU33niDjz76iPr164uED+GFidxwQahCgoKCePfdd/nf//7H22+/DRQtte/cuZPg4GB69eqFnZ0dXl5e+Pr64uTkVC7BoCaxoF69ehQUFMhB0ZUrV0pkmf5TPThJkrh27Rq3b9/GxcWlQpQQeRYdHR0sLS2xtLSkefPm8pLppUuX5Czqpy2ZqtVq/vrrL3JycnBxccHAwIDGVgY0tir7bjGlwdjYmPfff5/4+HjS09P56KOPOHbsGAsXLqRVq1ZMnz5d/t2sKjRZ3BkZGURFRTFx4kR5j9+1a9dYsGAB3333HfXr1+edd97hnXfeKfF4EfwJL0MEgEKFUDyrrvgMYFJSUoklYeHV1K1bl6CgIPr37y8fq1mzJiNGjGDEiBFkZWWxe/dugoODGTBgABYWFgwcOBBfX1/at29fLsGggYEBdevWpW7duiX2z12/fl3u1WtjY4OJiUmJJVNNaZz79+/Trl07rRcPfhGaLOpatWrh4OBAZmamHACfP38eCwsLORiMi4srEfxVNmq1mjlz5rBjxw6OHDki985NS0tj165dVXIfm0Kh4MGDBzRt2hQjIyPGjh0r39aoUSPmz59P//79CQkJeWqSiQj+hJchloAFrXhWEsi0adOYOnUqUJTdZm1tLZJAtCQnJ4e9e/cSEhLCzp07MTY2xsvLCx8fHzp16lTuHzqFhYUl9s8ZGBjIwaCpqSnx8fE8ePAAFxeXl1o2rqiysrJKFGHW1dWlUaNG1K5du1xqDZYmSZKYP38+v/32G3/++SfNmjXT9pC06vE9e8uWLWP27NkMGjSIn3/+GSMjI/n2GTNmcPToUY4cOVLpfu5CxSRmAIVyUzyrDuD69evExMTIWXWTJ09mwYIFNG3aVM6qs7Ozk4NEoXwZGRnh6+uLr68veXl5HDhwgJCQEN5++2309fUZOHAgPj4+dO3a9aVqB74oPT09bG1tsbW1RaVSyS3pzp49i1qtRqFQ0KJFC632jC0LJiYmGBkZ8ejRI9RqNba2tqSkpHDlypVX3itZniRJYtGiRaxfv55Dhw5V+eBPs2ybnJxMfHw8nTp1Yvr06ZiYmODn50fr1q2ZNGkSpqZF3VwePHiAlZWVKPEilBoxAyiUG21k1QmlT6lUcvjwYYKCgti2bRsqlQpPT098fHxwdXUt12VJzX64jIwMatWqRWpqKgqFAisrK2xsbCpNf+Ln0fSDzs/Px8XFRQ628/Pz5eXxhw8flmpHjtImSRJfffUVK1as4NChQ7Rp00ZrY1GpVPIsZGJiInZ2dowePZpPP/203F4zTfB3/fp13N3d8fLyYtSoUbRq1QqAVatWMXHiRAYNGoSjoyM6Ojp89dVX7Nmzh+7du5fLGIXXnwgABUF4aYWFhRw/fpytW7eybds2cnJy8PDwwMvLiz59+pRKOZdn0fQuzs/Pp23bthgYGDy1/lzxzNrKtldKE/wVFBQ8t0uLUqkssTxemrUGX5UkSXz77bcsW7aMffv20a5dO62NBWDhwoUsX76c9evX07JlS86cOcN7771HQEAA/v7+5TaOpKQkXFxc8PT0ZMGCBXKdSk1CyNq1a/n4448xNTVl2bJltGzZko4dO4qED6HUiABQEIRSoVKpOHnypDwzmJaWhpubGz4+PvTr169UlyhVKhUxMTGoVCqcnZ2fGhhJkkRGRoZca1CpVMr9iS0tLSv8h6gmwP2n4O9pj9Msj6ekpKCrqysHg2ZmZuU6IypJEj/88ANffPEFYWFhdOzYsdyu/Syenp7Y2Njw008/yccGDx6MoaEhv/32W7mNY86cOURFRbF3716gqHTR7t27SUpK4sMPP6ROnTps2rSJkSNH8umnnzJ//nw5OBSE0iACQEEQSp1arSYyMpKgoCBCQ0NJTEykb9+++Pj44O7uLu9rehlKpZKYmBgUCgVOTk4lSqQ8iyRJcmZtUlISeXl5cpkVS0vLctnD+CJUKhWxsbEUFhY+M8D9N4rXGkxJSUGSJLnwtIWFRZkGg5Ik8fPPP/N///d/7Nq1i27dupXZtV7EwoULWbNmDfv27cPBwYHY2Fj69evH8uXLGTFiRLmNY9GiRezZs4c1a9awZcsWoqOjiYiIoG7duqSlpREZGUmtWrUIDAxk7NixjB8/nsWLF1fKzG+hYhIBoCAUs2jRIkJCQoiLi8PQ0JDOnTuzZMkSHB0d5fvk5eUxdepUNm/eTH5+Pm5ubqxatQobGxstjrziUqvVxMTEEBwcTEhICDdu3KBPnz54e3szYMAAatas+a9nNQoKCoiOjkZfX582bdq81CyeJElkZ2eTlJREcnIy2dnZcpkVKysrrX/Allbw9zhJkkosjxefEX281mBpXOvXX39l+vTp7NixA1dX11I796vSlKFZunQpurq6qFQqAgICmD17dplc71lLtr///jtff/01165do379+nzwwQd4enpy7tw55syZw65du+SSWFu2bGH48OEcPHjwqfuoBeFliABQEIpxd3dn+PDhtG/fnsLCQubMmcP58+e5ePEixsZFhXbHjx/Prl27WLduHTVr1mTChAno6OgQHh6u5dFXfJIkceHCBYKCgggJCSE+Pp6ePXvi7e2Np6cn5ubmzwwG8/PzOXv2LEZGRrRq1arUZq9ycnLkYDAzM5NatWrJS6blXW6jePDXtm3bUg3Kiis+I6ppz6YJgi0tLV8pCJYkid9//x1/f39CQkLo169fKY781W3evJnp06fL++piYmKYPHkyy5cv59133y2169y/fx8LCwsMDAyeGQSeO3eO5ORkevToga6uLjo6Oqxbt45vvvmGnTt3UrduXfm+CQkJcs1EQSgNIgAUhOdISUnB2tqaI0eO0L17dzIyMrCysiIwMJAhQ4YAEBcXR/PmzTl58mSF2ONUWUiSxOXLl+WZwdjYWLp164aPjw8DBw7E2tpaDgZv3rzJjRs3sLCwoEWLFmW2dJmbmyu3pMvIyKBmzZpyMFjW5WWK72ssy+DvabKzs0vUGtQEwVZWVi+cyBMcHMxHH33Eli1b8PDwKKMRv7x69eoxa9Ys/Pz85GMLFizgt99+Iy4urlSukZmZyeDBg+V6p0ZGRiWCwKf17L179y6HDh1i/PjxfP/996UajArC01Tu+giCUMYyMjIAMDc3B4r6dCqVSvr06SPfp1mzZtjb23Py5EmtjLGyUigUODo6MmfOHCIjI4mLi8Pd3Z1Nmzbh4OBA//79Wb16NUeOHKFnz56cOHGizPsUGxoaYm9vT/v27enWrRu2trY8ePCA8PBwTp06xfXr18nJySn162qCP7VaXe7BHxS1Z2vYsCFvvvkmXbp0wcrKisTERI4fP87p06e5cePGv3ref/zxBx999BEbN26skMEfFM34Pv47pKuri1qtLrVrVKtWDW9vbzIzMxkxYgSPHj2Sl5uBJ65/8+ZNFixYwJdffsk333wjB39ifkYoS2IGUBCeQa1W4+XlRXp6OsePHwcgMDCQ9957j/z8/BL37dChAz179mTJkiXaGOprRZIkbt++TXBwMBs3biQqKgpLS0s++eQTfHx8sLe3L/dMyIKCArnmXmpqKsbGxnIXkletuVc8+HN2di734O95Hq81qHnemr7MxZ/37t275ZqeQ4cO1eKon2/06NEcOHCAH3/8kZYtWxIdHc2HH37ImDFjSuX9WzxTd/369WzcuBEjIyM2bNhAjRo1nrkcfPr0aRQKBe3bt3/iPIJQFirOXxpBqGD8/Pw4f/68HPwJ5UOhUGBvb0/v3r1ZtGgR/v7+NGnShNDQUObOnUubNm3w8fHB29ubRo0alcuHpIGBAXXq1KFOnTolau7duHFDrrmnaUn3IuNRqVRER0cjSVKFC/6gaCareF/m4s9bkiRCQ0MZPHgwSqWSd999l7Vr18pbIyqq7777js8++4yPP/6Y5ORk7OzsGDduHHPnzi2V86vVajnAy8zMxNTUlNDQUEaPHs3atWuxsLAoEQRqAr0OHTrI5xDBn1AexAygIDzFhAkT2L59O0ePHqVhw4by8UOHDtG7d2/S0tIwMzOTj9evX5/JkyczZcoULYz29XP58mU6duzI9OnT5exMSZJISUlh27ZtBAcH8+eff9K8eXM5GHR0dCz3D02VSiUHRSkpKejr68vB4D9lN2uCPwBnZ+cKX5ewOJVKxcWLF/n88885dOgQeXl59OrVizlz5tCjR48KF8hqQ4cOHbCwsKBz586cP3+eqKgomjRpwvr167GxsXnqPkBBKE8iABSEYiRJYuLEiYSGhnL48OEnsu40SSCbNm1i8ODBAMTHx9OsWTORBFKKlEolYWFhDBw48Km3S5JEWloa27dvJzg4mAMHDtC4cWO8vLzw9fUt00SRZ1GpVHLNveTk5OcWYC4sLCQ6OhqFQlHpgr/iwsPD8fX1ZcyYMSiVSrZt20ZBQQFeXl788MMP5Z5FXVGsX7+eRYsWER4ejoWFBQAbNmxg5cqVmJuby0Gg6OohaJMIAAWhmI8//pjAwEC2b99eovZfzZo15SzQ8ePHs3v3btatW0eNGjWYOHEiACdOnNDKmIWiwHzHjh2EhIQQFhZGnTp18Pb2xtfXlzZt2pR7MKhWq0lLSyMpKUkuwFy8NVtsbCw6Ojo4OTlV2gDg1KlT+Pj4EBAQgJ+fHwqFArVaTUREBEeOHCmzunqVwerVq/niiy+4ePGivFKgVqtZunQpn376Ka6urqxZs4ZGjRppd6BClSYCQEEo5llLdr/88gujR48G/i4EvWnTphKFoG1tbctxpMKzZGZmsnv3bkJCQti9ezeWlpbyzGC7du3KPRjUFGDW1BosKChAX18fR0dHrKysKmUAGBUVhZeXF3PnzmXy5MlVer9a8f16mmXdP//8k0mTJrFkyRL69esn/4wvX76Ml5cX1apVY8qUKfLfFEHQBhEACoLw2srJyWHv3r0EBwezc+dOTE1N8fLywsfHh44dO5Zr8FVYWEhUVBQAZmZmpKSkUFBQUKIlXWXYOxcbG4uHhwczZ85kxowZVTr4K76Em5+fT0FBAaampjx69IgBAwYgSRJLly6lS5cuABw7doyvv/6a2bNny9m+gqAtIgAUBKFKyMvL48CBAwQHB/PHH39gYGDAwIED8fHxoUuXLmXaD1ipVBIdHY2enp7cwk6SJLKysuSZweLdOKysrCpcf2KACxcu0L9/f/z9/fnss8+0HvzdvXuXmTNnsmfPHnJycmjSpAm//PIL7dq1K9dxTJgwgfPnz5OXl8e0adMYMmQI6enpuLq6oqOjQ4sWLWjevDnffPMN77//PosWLQJEtq+gXSIAFAShylEqlfz5558EBQWxfft21Go1Hh4e+Pr60qNHj1LtB/y04O9pivcnzsrKwtzcXN43qO3+xFDU8aZ///68//77LFiwQOuBS1paGs7OzvTs2ZPx48djZWVFQkICjRs3pnHjxmV67eIzf35+fhw4cID//Oc/XL58mY0bN7Jo0SJmzpxJTk4OixcvJjo6mvz8fDp06MCCBQsAEfwJ2icCQEEQqrTCwkKOHTvG1q1b2b59Ozk5OXh4eODt7U3v3r1fuBVacUqlkrNnz6Kvr//c4O9xOTk5cjbxo0ePMDMzk4PBVxnPy0pISKB///6MGDGCJUuWVIjyJbNmzSI8PJxjx45pbQzx8fFs3boVLy8vWrdujVqtZuXKlUyZMoX58+fz2WefyffNycnByMgIQGT/ChWC9t/FgiC8kNWrV9O6dWtq1KhBjRo16NSpE3v27JFvz8vLw8/PDwsLC0xMTBg8eDBJSUlaHHHFpqenR8+ePVm1ahW3bt3ijz/+wNLSkmnTptGwYUPee+89OTB8EZrgz8DA4IWzfY2MjGjQoAEdOnSga9euWFtbk5ycXKI1W25u7os+1Zdy/fp1PD09GTJkSIUJ/qCo7Vy7du0YOnQo1tbWODs7s3bt2jK73ueff05eXp78/yEhITRv3pyVK1dSUFAAFLV48/f35/vvv+eLL77gv//9r3x/TfAnSZII/oQKQcwACkIls2PHDnR1dWnatCmSJLF+/XqWLVtGdHQ0LVu2ZPz48ezatYt169ZRs2ZNJkyYgI6ODuHh4doeeqWiVqs5ffo0wcHBhIaGkpiYSL9+/fDx8cHNzQ1TU9NnPrZ48FeaZWgKCgrkmcGHDx9iYmKCjY0N1tbWGBsbl8o1irt16xbu7u64u7uzatWqChP8AfJM6CeffMLQoUOJjIxk0qRJ/PDDD3Iv3dISHR3NhAkTOHbsmPwaPHz4kK+++oqlS5fyww8/MHbs2BLLuj/99BMffPABwcHB+Pr6lup4BKE0iABQEF4D5ubmLFu2jCFDhmBlZUVgYKDckisuLo7mzZuLQtWvQK1WExMTQ1BQECEhIdy8eZM+ffrg4+PDgAEDqFGjhvzBn5KSQlxcHKamprRu3brMgialUklKSgpJSUk8fPgQQ0NDORh8vE/vy7h37x5ubm5yzbqKNmtlYGBAu3btStTf9Pf3JzIykpMnT5b69TTB3ZYtW3Bzc6NmzZqkp6cTEBDA8uXLCQwMZNiwYSUec/z4cbp27VrqYxGE0lBxvs4JgvDCVCoVmzdvJjs7m06dOhEVFYVSqaRPnz7yfZo1a4a9vX2ZfChWFTo6OrRt25aFCxdy6dIlTp8+Tdu2bfnmm29o0KABQ4YMYcOGDcTHx9O3b1927NhRpsEfgL6+PnZ2djg7O9OjRw8aNWpEdnY2p0+fJjw8nISEBDIyMniZ7/iJiYl4eHjQpUuXChn8AdSuXZsWLVqUONa8eXNu3bpVqtdRq9VAUQB4584dhg8fzsiRI8nIyMDMzIx58+Yxbdo03n77bX799dcSj9UEfyqVqlTHJAiloeIXnRIE4Ql//fUXnTp1Ii8vDxMTE0JDQ2nRogUxMTEYGBiU6FMMYGNjQ2JionYG+5pRKBS0atWKVq1aMX/+fOLj4wkODmb16tWMHz+eWrVq0ahRIx48eICVlVW5ZHrq6elha2uLra0tKpWK1NRUkpOTOXv2LHp6eiVa0v3TeFJSUhg4cCDOzs78/PPPFTL4A+jSpQvx8fEljl2+fJn69euX6nU0QfytW7do0KABEREReHt7M2LECDZs2IC5uTlz586lWrVqvPfee6SlpeHv71/iHBX1NRSqNjEDKAiVkKOjIzExMZw6dYrx48fz7rvvcvHiRW0Pq8pRKBQ0a9aMcePGoVAocHNzY9q0aWzZsoWmTZvSv39/fvjhB+7du/dSM3EvQ9OD+I033qBHjx40b96cwsJCYmNjOXr0KJcuXSI1NVWe2SouNTWVgQMH4ujoyK+//lqhC1NPmTKFiIgIFi5cyJUrVwgMDGTNmjX4+fmV+rWOHTtG27ZtOXPmDB06dCAsLIyoqCjeeecdHjx4gLGxMbNmzWLy5Mns37+/1K8vCGVB7AEUhNdAnz59aNy4McOGDaN3796kpaWVmAWsX78+kydPZsqUKdob5GsqLS0NV1dXmjZtyqZNm9DX10eSJG7dukVISAghISGcPHmSDh064O3tjbe3N/Xq1Sv3GnBqtbpESzpJkrCysuLKlSv069eP/Px8PD09qVOnDsHBwRWi9uA/2blzJ7NnzyYhIYGGDRvyySef8MEHH7zyeR+v0Xf+/HnmzJmDi4sL06ZNw9jYmAsXLuDu7o6joyOBgYFYW1tTUFAgv26izp9Q0YkAUBD+Jc1bpSL+Ue/Vqxf29vasWLECKysrNm3axODBg4GiWmXNmjUTSSBlpLCwkNWrV/PRRx89tXuHJEncu3eP0NBQgoODOX78OE5OTvj4+ODt7U3Dhg3L/XdKkiQyMjJISEjgrbfeIjMzk2rVqtGgQQMOHjyIubl5uY6norpy5QpNmjQB4LvvvmPJkiXs3LkTJycnoGjJecCAAejr6xMeHi6/biL4EyoDEQAKwktQq9UoFAqt/JGfPXs2/fv3x97enszMTAIDA1myZAl79+6lb9++jB8/nt27d7Nu3Tpq1KjBxIkTAUpkSwraIUkSycnJbNu2jeDgYA4fPkyLFi3w9vbGx8cHBweHcv+devToEb1795aDwLt379K/f38GDx6Mj4+PXL+uqtm8eTPvvPMO/v7+zJ8/HzMzM8aMGUNERARRUVEYGhoCRUHgvHnzCAwMFEGfUKmIAFAQ/oUvvviCmzdv4uXlhZeXl1bHMnbsWA4ePMj9+/epWbMmrVu3ZubMmfTt2xcoKgQ9depUNm3aRH5+Pm5ubqxatQpbW1utjlsoSZIkHj58yPbt2wkODubgwYM0adIELy8vfH19ad68eZnX3cvJyZFninft2oWxsTHnz58nJCSEbdu2sX//fiwtLct0DBXVjh078Pb2Rl9fn6FDh9K2bVucnZ358ccfcXBwYO7cuU/skRQdPoTKRASAgvAPEhMTGT16NLGxsejo6JCWloa3tzf+/v506tRJLPcIpSI9PZ0dO3YQEhLC3r17qVu3Lt7e3vj6+pZJSZnc3FzeeustcnNzCQsLo0aNGqV6/spKrVbLr/XSpUu5fv06VlZWPHjwgL1792Jvb0/16tX59ttvadq0qZZHKwgvT2QBC8I/OH36NJmZmSxfvpy7d++yf/9+TE1N+b//+z/2798vgj+hVJiZmTFy5EhCQ0NJSkri888/5+bNm7i5udGqVSvmzJnD6dOnn5q9+6Ly8/MZMWIEmZmZ7N69WwR//9+ePXtwd3dn//795Ofn07NnT1JTU+nTpw/Lly/H39+fuLg49u7dy4YNG7Q9XEF4JSIAFIR/cOrUKXR0dHB2dgaK6o8tXrwYW1tbRo8ezYULF7Q8QuF1Y2pqyvDhw9myZQtJSUl89dVXpKSk4OPjQ4sWLZgxYwbh4eEvVWC4oKCAUaNGkZSURFhY2BM1I7Vp8eLFKBQKJk+erJXrt2jRgkePHrFo0SI++OADHB0dad68Of7+/ujp6TFp0iS2b9/Of//7X6ZNm6aVMQpCaREBoCA8R3JyMhcuXKBhw4Y0a9ZMPm5ubs7333/Po0ePOHXqFFC0p6v4jorCwsJSma0RqjYjIyMGDRrExo0bSUxM5PvvvycrK4thw4bh4ODAlClTOHLkCIWFhf94LqVSyZgxY7hx4wb79++vUNm+kZGR/Pjjj7Ru3Vor11er1dSvX59jx44xevRoEhMTadq0KU2bNiUvL4/Zs2dTWFhIhw4d+PTTT6lZs+a/es0FoaISAaAgPMeZM2dITk6mU6dOQNGHhCbIKywsxNTUlISEBAA5KzgpKQko6s5Q1pv4K5Onze7k5eXh5+eHhYUFJiYmDB48WH79hCdVr16dgQMHsm7dOhITE1m3bh1qtZp3332XJk2a4Ofnx4EDBygoKHjisYWFhYwbN464uDgOHDhQoZI7srKyGDFiBGvXrqVWrVpaGYOOjg5qtRp9fX1GjRrFnj178PPzY8mSJeTk5LB+/XrOnj0L/F0KqiIXyhaEfyI+nQThOSIiItDR0aF79+5A0R9+TQB47tw59PX15dpv169fZ968eQwaNIg6deowatQozp8//8Q5VSpVuXWFqCieNbszZcoUduzYwdatWzly5Aj37t1j0KBBWhpl5WJgYICbmxtr167l3r17bN68GUNDQz766CMaNWrEuHHj2LNnD3l5eahUKvz8/Dh79iwHDhzAxsZG28Mvwc/PDw8PjxI9rMva096Dxb+w6erqMnfuXH788UeGDBmCpaUljRo1KrfxCUJZEwGgIDzDw4cPuXjxIvXr16dly5ZAUQCoWdY9duwYubm5uLm5AfDhhx9y4cIFpk+fTmBgIBkZGcybN4/MzEzg76byurq68gyCSqV66jLx6xQgPmt2JyMjg59++only5fTq1cvXFxc+OWXXzhx4gQRERFaHHHlo6enR69evVi1ahW3b99m27ZtmJubM2XKFBo0aICzszNHjhzhwIED2NnZaXu4JWzevJmzZ8+yaNGicrme5v32ePLW4+9DzXuwc+fOLFiwgDNnzmBpaflS+y4FoSISAaAgPMPJkye5evUqXbp0KXFcT0+PO3fuEBgYSKtWrejSpQvr168nPDyctm3b4u7uTo8ePdi+fTunT59m69at8vm8vb3ZsGEDN27cAIqCweKzDiqVivT09Ncqs/hZsztRUVEolcoSx5s1a4a9vT0nT54s72G+NnR1denevTsrVqzgxo0b7NmzBysrKwIDA7G3t9f28Eq4ffs2kyZNYuPGjVSvXr3Mr6cp8XLhwgVmzZrFsmXL+PPPP4G/l4A1ir8HjYyM5ILYos6f8LoQGxgE4TlSU1OZNm0a58+fx9PTEwsLC06cOEFwcDC5ubnMmjULtVrN3r17qVOnDjt37mTRokU0adKEDz74gOrVq6NUKgG4du0aZ86c4d69e4SEhLBz507Gjx/PggULqFGjBgqFgoSEBMaMGcPw4cPx9/eXawwmJSWRlJSktQ3yL0szuxMZGfnEbYmJiRgYGDyRhWpjY0NiYmI5jfD1pqOjQ5cuXSpsQB0VFUVycjJt27aVj6lUKo4ePcrKlSvJz88vtYBLkiQ5+OvQoQOdOnUiPj6e+vXr4+XlxYwZM+QgUOzdFaoC8VsuCM/g4eHBrVu3CAkJITk5mY8++gh/f38CAwMxNTVl69atcveN+Ph4/vOf/3DixAmioqIYNWoUv/76KwUFBejo6CBJEidOnODhw4eMGjWKtWvXsmPHDkJDQzl+/DgKhYKjR4/y3XffoVKp5KQTzSzE0qVL6d27N7m5uVp7PV5Uec/uCJVP7969+euvv4iJiZH/tWvXjhEjRhATE1NqwZ+mdWNGRgZhYWFMnTqVAwcO8Oeff/Lmm2+yefNmvvjiC6AoaBbLvEKVIAmC8FSFhYVPHEtISJDu3r37xPHevXtLgwcPlnJyckocv3PnjpSTkyPFx8dLb775pvThhx/Kt+Xm5ko+Pj6Sr6+vJEmStHfvXsnMzExSKBRSu3btpJUrV0r5+fmSJEmSk5OTNH36dEmSJEmlUkkqlarUnmdZCQ0NlQBJV1dX/gdICoVC0tXVlQ4cOCABUlpaWonH2dvbS8uXL9fOoAWt69GjhzRp0qRSP29ycrI0bNgwycXFRQoKCpKP3759W5o5c6bk7Ows/fe//y316wpCRSVmAAXhGTSzD2q1Wq731aRJk6duog8ICCAhIYGff/6ZjIwMsrOzuXPnDnXq1MHQ0JAzZ85w+/Zthg8fDhR1YqhevTomJiZkZ2cDUK9ePVxcXPjwww/x9fVl48aNxMXFERcXx7lz5/D19QWKZigqwxLVP83utGvXDn19fQ4ePCg/Jj4+nlu3bskzoIJQWpKSksjKyiIhIYG//vpLPl63bl0mT56Mh4cHv/76K3PnztXiKAWh/Ig9gILwD/5NwNWuXTv8/PwICAjgs88+w8XFhRYtWjBt2jSsra05deoUaWlp9OzZEygq4QFw9OhRxowZAxRlFWdmZuLj44O7uztz5swBYMWKFZiYmHD37l0GDx5Mt27deP/99zExMSnDZ/3qTE1NeeONN0ocMzY2xsLCQj4+duxYPvnkE8zNzalRowYTJ06kU6dOdOzYURtDFiqAw4cPl8p5pMd6dL/xxhssXbqUgIAAgoODqVevHmPHjgXA1taWCRMmoFAoRBkiocqo+NMIglAJ6Orq8uGHH3Lz5k2OHTvGoEGDGDBgAPXq1SMhIYG4uDh0dHTYtGkTUPThtGPHDm7fvo2Pjw9QtCHezMyMN998E/i7LEVwcDBZWVlER0fTtWtXvv76a6ZOnfqvuhDExsYyYcIEeZaxovn666/x9PRk8ODBdO/eHVtbW0JCQrQ9LKGSKywsRKFQkJ+fz/3790lPT6ewsJAWLVowe/Zs2rZty08//cSPP/4oP8bGxoa5c+fi5OT0WpVhEoRnUUjiN10QXpkkSajV6qduWt+4cSPLli2jb9++3Llzh759+3LhwgWCgoLo27cv//vf/7h48SKTJk3CycmJZcuWyZmIV69excHBgQ0bNjBkyBCqVavG5s2bGT9+PEeOHHluVvD+/fuZN28eHTt2ZPny5WX59AWhwlCpVOjq6vLgwQPeffddrl27hqWlJR07dmTu3LmYmppy4cIFvvzyS65evcqgQYO01ntYELRJzAAKQilQKBRy8CdJkpxFmJeXx19//YW+vj7z58/nzTffZOHChRw9epRPP/2UxYsXAxAXF0dSUhKdO3cGkB8fEhJCnTp18PDwoFq1agC0atWKR48eYWFh8cQ4NN/nzp49y2effUbPnj3l4E8TpIrvfMLrTFdXl8zMTDp37oyRkRFr1qzB29ubjRs3MmbMGFJTU2nZsiWzZs3C3t6e3377Ta7LKQhVidgDKAilrHgwePnyZQ4ePEj79u0xNjZm8uTJTJ48mezsbIyNjeXHNG7cmPT0dLkmnqa93JYtW/D09MTMzEze07R9+3YaNmyIqanpU68NsGjRIurUqcMnn3xS4rbie6IKCwtLdCURhNeBWq1m6tSpODs78/vvvwOwZMkSDA0NSUhIYPTo0axbtw5HR0fmzp1LTk4ODRo00O6gBUELxAygIJQha2trXF1d5Y3leXl5SJKEsbFxiZm4xo0b07dvX9zc3OjevTspKSncvHmT8+fPM2TIkBLn3Lx5MwMGDCgRQMLfs4ZhYWFERUUxYsQIeZawsLCQ7777jv/973/k5OQARR1Nigd/YmZQeB3o6Ojg4uKCl5cXAG+//TaJiYkcOXKEYcOGsXfvXoYNG8adO3dwcHDAyclJuwMWBC0RAaAglCFbW1uWLVsmtzurXr26HHQVD75MTEz46aefuHv3LhMnTsTExITt27eTn5+Ps7OzfP/bt29z4cIFBg4c+MwiuWvWrMHR0VFeToaiosy7du1i/vz5fPPNNzRo0IBZs2aRlpYm30czHk3yiea/e/bsqVQFqIXyt2jRItq3b4+pqSnW1tb4+PgQHx9fLtd+Wi/tcePGMWTIEI4cOcLly5f58ccfqVu3Ll26dKFx48bk5ORw6dKlchmfIFRUIgAUhApArVajVquxsrJi6NChGBoa8v777xMeHk6tWrXk2blffvkFOzs72rRp88Q5NAHh8ePHGTBgANbW1vJtcXFxREdH07x5c9544w2WLVvG1q1b2bJlCyqVik2bNhEREQEgl7zR/Hf27NkcOHCgTJ9/RTB//nx5mVzzr1mzZvLteXl5+Pn5YWFhgYmJCYMHDyYpKUmLI644jhw5gp+fHxEREezfvx+lUkm/fv3KPPu8sLBQ/j2Nj4/nzJkzchvBatWqcePGDe7cuUO9evUAuHv3Lp07d2bDhg1yFx9BqKrEHkBBqACeVmfQyMjoiZZwDx48wNPTE3Nz8xL31ewPPHv2LNbW1jRo0EA+p1qtJjIykmrVqrFjxw65LdvatWsJCAjgzJkz5OTksHPnTjw8PFi5cmWJ87/zzjsEBQUxcODAMnnuFUnLli1LBLt6en//iZwyZQq7du1i69at1KxZkwkTJjBo0CDCw8O1MdQKJSwsrMT/r1u3Dmtra6KioujevXuZXFOtVss/n759+5Kdnc1ff/1Fr1696NChA//3f/+Hg4MD9vb2fPzxx3IW8MqVK2nSpAnwZK1AQahKRAAoCJXIt99++9Tjmg+xtLQ0LC0tMTQ0lG+7desWZ8+epXv37nLwl5eXh5GREdWrV2fGjBk0bdqUM2fO0LNnT/z8/OjSpQuFhYXo6elx6dIleX/h6/6Bqaenh62t7RPHMzIy+OmnnwgMDKRXr15A0Wxs8+bNiYiIEIWrH5ORkQHwxBeV0qT5guPu7k5ubi4hISHk5OTg7u5Oeno6/v7+ODs7M3LkSEJCQvj9999ZtGiRXHgdeK1/lwXhn4glYEGoJIqXl3mWVq1aERcXR6NGjeRjFy9e5Nq1awwYMEA+dubMGdLS0hg1ahRNmzYFivYrGhoa8ujRI+Dv2S8dHR3MzMzIy8t77T8wExISsLOzo1GjRowYMYJbt24BRUW6lUqlvJcToFmzZtjb23Py5EltDbdCUqvVTJ48mS5dujzRCeZlPZ6gpHkfxMTEkJKSwubNm7G1tWX16tXk5+ezevVqTE1NKSwsxN/fn8OHDxMWFsakSZPkMQpCVScCQEGoJIqXl3mWzMxMTExMSswARkZGolAocHd3l49FRERQUFAgz2YBHDp0iPr165cI8jRJImlpafLs4evqzTffZN26dYSFhbF69WquX79Ot27dyMzMJDExEQMDA7lMj4aNjY2850wo4ufnx/nz59m8eXOpnVPzOxkVFQX8vd9VX18fpVKJra0tU6ZMYfPmzfzxxx+0aNGCO3fu8N1333H58mXg79lISZIqRS9tQShr4l0gCK8RGxsb+vXrx7Fjx4CiPYNXr16ldu3a8gegpjh17dq1ad++vfzYQ4cOYWdnVyLxITk5mUuXLsl7pl5n/fv3Z+jQobRu3Ro3Nzd2795Neno6W7Zs0fbQKo0JEyawc+dO/vzzT+rWrVuq5168eDH9+vXjq6++kmcE9fT0SEtLw9PTk9DQUEJDQ+UEqbNnz5bIYH9a9r0gVGUiABSE14iJiQnu7u5yYGdpacmGDRvYsGGDfJ/IyEjOnDlDq1at5ILTSUlJxMXF0bJlyxJFcS9dusSVK1fw9PQs1+dREZiZmeHg4MCVK1ewtbWloKCA9PT0EvdJSkp66p7BqkaSJCZMmEBoaCiHDh2iYcOGpXr+1NRUtm3bRkFBAUeOHGHhwoUUFhbi6OjI1KlT2bdvH6NHj6Zdu3YUFBQQExODn58frq6uT82YFwRBJIEIwmtHUwAX/k7aKF4SxsHBgbFjx5aoE7h//37UajXt2rWTjyUnJ7Nr1y4cHR1LzBRWFVlZWVy9epWRI0fi4uKCvr4+Bw8eZPDgwUBR2ZFbt27JmdpVmZ+fH4GBgWzfvh1TU1N5WbxmzZoltiO8LAsLC8aMGcPMmTOpVq0aBw8eRJIkZsyYweTJk7l//z6ff/45R48epbCwkMTERDw9Pfn8888B5N7agiD8TQSAgvAae9pyl42NTYkWcQDnzp3D0NCQli1byse2bNlCXFwc48aNK/NxVgTTpk1j4MCB1K9fn3v37jFv3jx0dXV5++23qVmzJmPHjuWTTz7B3NycGjVqMHHiRDp16iQygIHVq1cD4OrqWuL4L7/8wujRo1/p3EqlEn19fd566y0iIiJo27YtCQkJbNu2DYAZM2awZMkSXF1diYiIwNjYmKZNm+Lr6wsUJYz8095ZQaiKFJLo/yQIVYrmLf94cJiYmCgvZyYmJuLk5MT06dMZN24cJiYm5T7O8jZ8+HCOHj1KamoqVlZWdO3alYCAABo3bgwU7Z2cOnUqmzZtIj8/Hzc3N1atWiWWgMvI1atXqVevHgYGBvKxCRMmcP/+fbZu3cqsWbM4fPgwAwYMYPr06XJ7xeK/12LmTxCeTQSAgiCUcPnyZebMmQNAUFCQlkcjVEXr169n8uTJODk58fnnn2NtbY2joyNZWVl07tyZTz/9FG9vb2bPnk1ERAS9e/dm+vTp1KhRQ9tDF4RKQ3w1EgShhEuXLtG3b1/WrFkDPFmDTRDKUnp6Or///jv6+vpcunSJgIAAJk6cyPz583n06BEDBgzg7NmzVKtWjYCAALp27UpgYGCVaFcoCKVJzAAKgvCE173jh1CxRUVFsWLFCrKzs2nSpAl9+/aVO3ucPn2aq1evEh4eTqdOnVAqlYSGhvLWW29pe9iCUKmIGUBBEJ4ggj9Bm1xcXPD396d69eqEh4ejVCqJiYlh9OjRuLq64uDgIJcr0iSIgOjwIQgvQswACoIgCBXSuXPnWLp0KVeuXGHChAn85z//AYqWic3MzESShyC8AhEACoIgCBXWxYsXWbJkCQkJCYwcOZLx48cDIsNXEF6VCAAFQRCECu3y5cssWbKE+Ph4vLy8mDFjhraHJAiVnvj6JAiCIFRoDg4OzJkzBxsbG27fvq3t4QjCa0HMAAqCIAiVwv3796lduzYgMtUF4VWJAFAQBEGoVMT+P0F4dSIAFARBEARBqGLEVyhBEARBEIQqRgSAgiAIgiAIVYwIAAVBEARBEKoYEQAKgiAIgiBUMSIAFARBEARBqGJEACgIgiAIglDFiABQEARBEAShihEBoCAIgiAIQhUjAkBBEARBEIQq5v8BQilhf7ugZbYAAAAASUVORK5CYII=", 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", "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous \u2026" + "
" ] }, "metadata": {}, @@ -690,11 +743,12 @@ "cost_function.plot(ax, plot_curves=[\"linear_2d\", \"quadratic_2d\"])\n", "ax.legend()\n", "\n", - "cost_function.export(\"substructure.yaml\", \"substructure_17MW\")" + "cost_function.export(example_dir / \"configs/substructure.yaml\", \"substructure_15MW\")" ] }, { "cell_type": "markdown", + "id": "241292ce", "metadata": {}, "source": [ "## Semi-Submersible Substructure\n", @@ -709,12 +763,13 @@ { "cell_type": "code", "execution_count": 7, + "id": "22ec63ff", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 7, @@ -723,24 +778,9 @@ }, { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "4b13254c2f314312b9419d72d1c138c8", - "version_major": 2, - "version_minor": 0 - }, - "image/png": 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", "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous \u2026" + "
" ] }, "metadata": {}, @@ -773,6 +813,7 @@ }, { "cell_type": "markdown", + "id": "fae1cdc2", "metadata": {}, "source": [ "## Mooring System\n", @@ -790,37 +831,23 @@ { "cell_type": "code", "execution_count": 8, + "id": "6203e735", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "{'catenary': '199913.5 * depth + 34961743.3'}\n", - "{'tlp': '156672.0 * depth + -156672.0 * draft_depth + 27496949.2'}\n", + "{'catenary': '253750.5 * depth + 36972023.3'}\n", + "{'tlp': '198864.0 * depth + -198864.0 * draft_depth + 27496949.2'}\n", "{'semitaut': '227446.8 * depth + 32803637.2'}\n" ] }, { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "9527723938a24d85b577e15df912cbfb", - "version_major": 2, - "version_minor": 0 - }, - "image/png": 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", "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous \u2026" + "
" ] }, "metadata": {}, @@ -903,13 +930,14 @@ "cost_semitaut.plot(ax, plot_data=True)\n", "cost_semitaut.plot(ax, plot_curves=[\"linear_1d\"])\n", "\n", - "cost_catenary.export(\"mooring_system.yaml\", \"catenary\")\n", - "cost_tlp.export(\"mooring_system.yaml\", \"tlp\")\n", - "cost_semitaut.export(\"mooring_system.yaml\", \"semitaut\")" + "cost_catenary.export(example_dir / \"configs/mooring_system.yaml\", \"catenary\")\n", + "cost_tlp.export(example_dir / \"configs/mooring_system.yaml\", \"tlp\")\n", + "cost_semitaut.export(example_dir / \"configs/mooring_system.yaml\", \"semitaut\")" ] }, { "cell_type": "markdown", + "id": "2adbae84", "metadata": {}, "source": [ "## Array System\n", @@ -925,28 +953,14 @@ { "cell_type": "code", "execution_count": 9, + "id": "04828bc9", "metadata": {}, "outputs": [ { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "daeda722d6574a2198151c690f55f0cc", - "version_major": 2, - "version_minor": 0 - }, - "image/png": 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", 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" ] }, "metadata": {}, @@ -1030,18 +1044,19 @@ { "cell_type": "code", "execution_count": 10, + "id": "75fbcb4a", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "RuntimeWarning: /Users/rmudafor/Development/orbit/ORBIT/phases/design/_cables.py:386\n", + "RuntimeWarning: /Users/rhammond/GitHub_Public/ORBIT/ORBIT/phases/design/_cables.py:405\n", "The iteration is not making good progress, as measured by the \n", - " improvement from the last ten iterations.RuntimeWarning: /Users/rmudafor/Development/orbit/ORBIT/phases/design/_cables.py:386\n", + " improvement from the last ten iterations.RuntimeWarning: /Users/rhammond/GitHub_Public/ORBIT/ORBIT/phases/design/_cables.py:405\n", "The iteration is not making good progress, as measured by the \n", - " improvement from the last ten iterations.RuntimeWarning: /Users/rmudafor/Development/orbit/ORBIT/phases/design/_cables.py:372\n", - "overflow encountered in cosh" + " improvement from the last ten iterations.RuntimeWarning: /Users/rhammond/GitHub_Public/ORBIT/ORBIT/phases/design/_cables.py:391\n", + "overflow encountered in cosh\n" ] }, { @@ -1106,28 +1121,14 @@ { "cell_type": "code", "execution_count": 11, + "id": "0cfd9b06", "metadata": {}, "outputs": [ { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "a228ee4b8be142bdb82efb0c18561d66", - "version_major": 2, - "version_minor": 0 - }, - "image/png": 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", "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous \u2026" + "
" ] }, "metadata": {}, @@ -1171,22 +1172,24 @@ { "cell_type": "code", "execution_count": 12, + "id": "0fe5decb", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "{'floating': '36269853.8 * floating_cable_depth**2 + 28303.7 * floating_cable_depth * touchdown_distance + -9366.7 * touchdown_distance**2 + -117.4 * floating_cable_depth + -249.9 * touchdown_distance + 83.8'}\n" + "{'floating': '54571434.2 * floating_cable_depth**2 + 45993.5 * floating_cable_depth * touchdown_distance + -15220.9 * touchdown_distance**2 + -190.8 * floating_cable_depth + -406.1 * touchdown_distance + 136.2'}\n" ] } ], "source": [ - "cost_touchdown_cabledepth.export(\"array_system.yaml\", \"floating\")" + "cost_touchdown_cabledepth.export(example_dir / \"configs/array_system.yaml\", \"floating\")" ] }, { "cell_type": "markdown", + "id": "605a3876", "metadata": {}, "source": [ "## Export System\n", @@ -1202,36 +1205,22 @@ { "cell_type": "code", "execution_count": 13, + "id": "001cc1c9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "{'floating_hvac': '2840.0 * depth + 2840000.0 * dist_s_to_l + 8520000.0'}\n", - "{'floating_hvdc': '828.0 * depth + 828000.0 * dist_s_to_l + 2484000.0'}\n" + "{'floating_hvac': '3001.8 * depth + 3001804.0 * dist_s_to_l + 9005412.0'}\n", + "{'floating_hvdc': '900.0 * depth + 900000.0 * dist_s_to_l + 2700000.0'}\n" ] }, { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "cf34930026454aa1a7d8511a87c5cce3", - "version_major": 2, - "version_minor": 0 - }, - "image/png": 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", "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous \u2026" + "
" ] }, "metadata": {}, @@ -1301,14 +1290,15 @@ " \"special because it's the only one that \",\n", " \"is like it is.\"\n", "])\n", - "cost_hvac.export(\"export_system.yaml\", \"floating_hvac\", comments=multiline_comment)\n", + "cost_hvac.export(example_dir / \"configs/export_system.yaml\", \"floating_hvac\", comments=multiline_comment)\n", "\n", "singleline_comment = \"HVDC export system\"\n", - "cost_hvdc.export(\"export_system.yaml\", \"floating_hvdc\", comments=singleline_comment)" + "cost_hvdc.export(example_dir / \"configs/export_system.yaml\", \"floating_hvdc\", comments=singleline_comment)" ] }, { "cell_type": "markdown", + "id": "386f6bf8", "metadata": {}, "source": [ "## Offshore Floating Substation\n", @@ -1320,35 +1310,21 @@ { "cell_type": "code", "execution_count": 14, + "id": "b21d0fe1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "{'oss_substructure': '0.0 * depth + 2005200.0'}\n" + "{'oss_substructure': '0.0 * depth + 1820400.0'}\n" ] }, { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "4960b52c4ec14543a4d3f0cf4ba7b7aa", - "version_major": 2, - "version_minor": 0 - }, - "image/png": 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", "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous \u2026" + "
" ] }, "metadata": {}, @@ -1378,13 +1354,21 @@ "cost_function.plot(ax, plot_curves=[\"linear_1d\"])\n", "ax.legend()\n", "\n", - "cost_function.export(\"oss.yaml\", \"oss_substructure\")" + "cost_function.export(example_dir / \"configs/oss.yaml\", \"oss_substructure\")" ] } ], "metadata": { + "jupytext": { + "text_representation": { + "extension": ".md", + "format_name": "myst", + "format_version": 0.13, + "jupytext_version": "1.19.1" + } + }, "kernelspec": { - "display_name": "bos", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -1398,9 +1382,35 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.9" - } + "version": "3.11.11" + }, + "source_map": [ + 12, + 51, + 239, + 261, + 267, + 274, + 283, + 287, + 350, + 630, + 640, + 668, + 678, + 700, + 713, + 792, + 803, + 877, + 927, + 961, + 963, + 974, + 1041, + 1048 + ] }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 5 } diff --git a/examples/custom_array.ipynb b/examples/custom_array.ipynb index 5fe1a5ca..9ac95ea4 100644 --- a/examples/custom_array.ipynb +++ b/examples/custom_array.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d170c98c", + "id": "e541a532", "metadata": {}, "source": [ "(custom-array-layou)=\n", @@ -24,7 +24,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "a1b4f1b6", + "id": "fa469398", "metadata": {}, "outputs": [ { @@ -58,7 +58,7 @@ }, { "cell_type": "markdown", - "id": "e1e687e5", + "id": "0f844cce", "metadata": {}, "source": [ "## Contents\n", @@ -90,7 +90,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "a69025f3", + "id": "a422d2fe", "metadata": {}, "outputs": [ { @@ -114,7 +114,7 @@ }, { "cell_type": "markdown", - "id": "738ff218", + "id": "56ac3445", "metadata": {}, "source": [ "### Key Differences In A Custom Layout Configuration\n", @@ -135,7 +135,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "e2a6565d", + "id": "2dc8c3db", "metadata": {}, "outputs": [ { @@ -232,7 +232,7 @@ }, { "cell_type": "markdown", - "id": "7252d97a", + "id": "d28eac28", "metadata": {}, "source": [ "### Custom Array Layout CSV Explanation\n", @@ -265,7 +265,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "3d83c8c5", + "id": "6403ae5e", "metadata": {}, "outputs": [ { @@ -480,7 +480,7 @@ }, { "cell_type": "markdown", - "id": "99392f37", + "id": "cbdbfc2f", "metadata": {}, "source": [ "(case_1)=\n", @@ -498,7 +498,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "43e3fde9", + "id": "8f415889", "metadata": {}, "outputs": [ { @@ -534,7 +534,7 @@ }, { "cell_type": "markdown", - "id": "7dab9a89", + "id": "f5bb3a7a", "metadata": {}, "source": [ "There are a few items worth noting in the layout:\n", @@ -550,7 +550,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "53c70c5b", + "id": "eb3cbb4c", "metadata": {}, "outputs": [], "source": [ @@ -563,7 +563,7 @@ }, { "cell_type": "markdown", - "id": "3512b8e4", + "id": "43e37da3", "metadata": {}, "source": [ "(case_2)=\n", @@ -581,7 +581,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "83b5abed", + "id": "28696981", "metadata": {}, "outputs": [ { @@ -605,7 +605,7 @@ }, { "cell_type": "markdown", - "id": "e87ccff7", + "id": "538e5259", "metadata": {}, "source": [ "The below figure demonstrates the meaning of the straight-line distance between two points." @@ -614,7 +614,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "a56eacbc", + "id": "f8143bda", "metadata": {}, "outputs": [ { @@ -644,7 +644,7 @@ }, { "cell_type": "markdown", - "id": "bb1d967f", + "id": "2def183e", "metadata": {}, "source": [ "Here the cable length and bury speed are still set to 0 to indicate that they are unknown, which\n", @@ -655,7 +655,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "927b1b00", + "id": "c3ae60e1", "metadata": {}, "outputs": [ { @@ -918,7 +918,7 @@ }, { "cell_type": "markdown", - "id": "ccedaa00", + "id": "90441a85", "metadata": {}, "source": [ "For later comparison, we'll show the cabling costs for the straight-line cabling assumption." @@ -927,7 +927,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "9d5d57fe", + "id": "34fcb6e3", "metadata": {}, "outputs": [ { @@ -952,7 +952,7 @@ }, { "cell_type": "markdown", - "id": "243429eb", + "id": "9ea8a462", "metadata": {}, "source": [ "(case_3)=\n", @@ -977,7 +977,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "78e9bc76", + "id": "18d35d82", "metadata": {}, "outputs": [ { @@ -1192,7 +1192,7 @@ }, { "cell_type": "markdown", - "id": "02a62d7f", + "id": "00c8fc6c", "metadata": {}, "source": [ "Using the distance-based location data requires us to set `distance` to True in the\n", @@ -1203,7 +1203,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "85a061dd", + "id": "cbe4eae3", "metadata": {}, "outputs": [ { @@ -1228,7 +1228,7 @@ }, { "cell_type": "markdown", - "id": "6213bd07", + "id": "1bf0ad5d", "metadata": {}, "source": [ "Alternatively, we can set the `distance=True` when calling the `CustomArraySystemDesign`, however\n", @@ -1241,7 +1241,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "c84365d4", + "id": "cd9fd25f", "metadata": {}, "outputs": [ { @@ -1271,7 +1271,7 @@ }, { "cell_type": "markdown", - "id": "dc1f3e0b", + "id": "c35aee4e", "metadata": {}, "source": [ "Overall, the cabling cost is highly similar, with the difference being attributed to the method\n", @@ -1281,7 +1281,7 @@ { "cell_type": "code", "execution_count": 14, - "id": "a969aefb", + "id": "4b1df5c6", "metadata": {}, "outputs": [ { @@ -1306,7 +1306,7 @@ }, { "cell_type": "markdown", - "id": "82e12719", + "id": "fa1c47fe", "metadata": {}, "source": [ "(case_4)=\n", @@ -1328,7 +1328,7 @@ { "cell_type": "code", "execution_count": 15, - "id": "e6c2c75b", + "id": "54c2058f", "metadata": {}, "outputs": [ { @@ -1365,7 +1365,7 @@ { "cell_type": "code", "execution_count": 16, - "id": "1880d678", + "id": "9b913032", "metadata": {}, "outputs": [ { @@ -1390,7 +1390,7 @@ }, { "cell_type": "markdown", - "id": "529e7d83", + "id": "b3359019", "metadata": {}, "source": [ "(case_5)=\n", @@ -1414,7 +1414,7 @@ { "cell_type": "code", "execution_count": 17, - "id": "b94374f2", + "id": "99692e9e", "metadata": {}, "outputs": [ { @@ -1441,7 +1441,7 @@ }, { "cell_type": "markdown", - "id": "d7986431", + "id": "80855aa9", "metadata": {}, "source": [ "Note that there are now cable lengths defined as well as burial speeds for the installation phase." @@ -1450,7 +1450,7 @@ { "cell_type": "code", "execution_count": 18, - "id": "32d5e0ec", + "id": "226780a2", "metadata": {}, "outputs": [ { @@ -1713,7 +1713,7 @@ }, { "cell_type": "markdown", - "id": "24c19f35", + "id": "39a60a6f", "metadata": {}, "source": [ "Once again, the cabling costs have increased." @@ -1722,7 +1722,7 @@ { "cell_type": "code", "execution_count": 19, - "id": "a7cd527c", + "id": "183c4238", "metadata": {}, "outputs": [ { @@ -1747,7 +1747,7 @@ }, { "cell_type": "markdown", - "id": "2e4caba0", + "id": "544a6da6", "metadata": {}, "source": [ "(running)=\n", @@ -1766,7 +1766,7 @@ { "cell_type": "code", "execution_count": 20, - "id": "4d0f2cd2", + "id": "41c4b63d", "metadata": {}, "outputs": [], "source": [ @@ -1792,7 +1792,7 @@ }, { "cell_type": "markdown", - "id": "a3d7f72b", + "id": "ebf2cb14", "metadata": {}, "source": [ "### Run And Inspect The Simulation Results\n", @@ -1805,7 +1805,7 @@ { "cell_type": "code", "execution_count": 21, - "id": "2bb15aaf", + "id": "d27abe54", "metadata": {}, "outputs": [ { @@ -1834,7 +1834,7 @@ }, { "cell_type": "markdown", - "id": "584dc3c0", + "id": "8a86ba2f", "metadata": {}, "source": [ "(project_manager)=\n", @@ -1849,7 +1849,7 @@ { "cell_type": "code", "execution_count": 22, - "id": "2f024f0b", + "id": "3af73985", "metadata": {}, "outputs": [ { @@ -1911,7 +1911,7 @@ }, { "cell_type": "markdown", - "id": "91b951d8", + "id": "11f2975c", "metadata": {}, "source": [ "Below, we can see that the results coming from the `ProjectManager` are the same as the additive\n", @@ -1921,7 +1921,7 @@ { "cell_type": "code", "execution_count": 23, - "id": "a9d20134", + "id": "f13c6d3c", "metadata": {}, "outputs": [ { diff --git a/examples/export_cable_system.ipynb b/examples/export_cable_system.ipynb index 4fbe090a..271d64c4 100644 --- a/examples/export_cable_system.ipynb +++ b/examples/export_cable_system.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ff9785f8", + "id": "e6f44390", "metadata": {}, "source": [ "# HVAC vs HVDC Systems\n", @@ -17,7 +17,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "53e129be", + "id": "1b613711", "metadata": {}, "outputs": [], "source": [ @@ -36,7 +36,7 @@ }, { "cell_type": "markdown", - "id": "a46a1ebb", + "id": "48fecb15", "metadata": {}, "source": [ "## Setup The Models\n", @@ -50,7 +50,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "c0429d91", + "id": "207bf70f", "metadata": {}, "outputs": [], "source": [ @@ -79,7 +79,7 @@ }, { "cell_type": "markdown", - "id": "31f7a1d1", + "id": "4c9a5817", "metadata": {}, "source": [ "Now we can create an HVAC and HVDC variation of the `base_config`" @@ -88,7 +88,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "ed2ae832", + "id": "2bbf206e", "metadata": {}, "outputs": [ { @@ -120,7 +120,7 @@ }, { "cell_type": "markdown", - "id": "575e98dd", + "id": "b96da2e5", "metadata": {}, "source": [ "## Compare the Results" @@ -129,7 +129,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "53449b23", + "id": "535cd7fc", "metadata": {}, "outputs": [ { @@ -149,7 +149,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "95b9ed28", + "id": "d1b21cd7", "metadata": {}, "outputs": [ { @@ -263,7 +263,7 @@ }, { "cell_type": "markdown", - "id": "90282302", + "id": "3a00f4bc", "metadata": {}, "source": [ "## Setup The Parametric Runs\n", @@ -277,7 +277,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "ad9bf4b8", + "id": "2984870c", "metadata": {}, "outputs": [], "source": [ @@ -297,7 +297,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "8b2350a7", + "id": "44a64b2a", "metadata": {}, "outputs": [], "source": [ @@ -309,7 +309,7 @@ }, { "cell_type": "markdown", - "id": "92c751fa", + "id": "af478843", "metadata": {}, "source": [ "## Compare the Cost vs Capacity Trade Off\n", @@ -322,7 +322,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "326b2813", + "id": "de36953a", "metadata": {}, "outputs": [ { diff --git a/examples/fixed_bottom_installations.ipynb b/examples/fixed_bottom_installations.ipynb index 83253307..fce8ca22 100644 --- a/examples/fixed_bottom_installations.ipynb +++ b/examples/fixed_bottom_installations.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "33de52a0", + "id": "ca5a8f8f", "metadata": {}, "source": [ "# Fixed-Bottom Substructure Installation Models in ORBIT\n", @@ -24,14 +24,14 @@ { "cell_type": "code", "execution_count": 1, - "id": "35988c9b", + "id": "7fa10011", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "UserWarning: /var/folders/q5/tfpytqxn0r396dfg7rk5sj8rwq9tvv/T/ipykernel_67380/4204870401.py:19\n", + "UserWarning: /var/folders/q5/tfpytqxn0r396dfg7rk5sj8rwq9tvv/T/ipykernel_51135/4204870401.py:19\n", "Could not infer format, so each element will be parsed individually, falling back to `dateutil`. To ensure parsing is consistent and as-expected, please specify a format.\n" ] } @@ -62,7 +62,7 @@ }, { "cell_type": "markdown", - "id": "76784f7a", + "id": "01c2371f", "metadata": {}, "source": [ "## Load The Configurations\n", @@ -75,7 +75,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "28ff5701", + "id": "09f5cedc", "metadata": {}, "outputs": [], "source": [ @@ -89,7 +89,7 @@ }, { "cell_type": "markdown", - "id": "23230cad", + "id": "b4367670", "metadata": {}, "source": [ "The primary differences between these projects deal with the installation strategies, and\n", @@ -106,7 +106,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "76fb2d09", + "id": "91d17d9b", "metadata": {}, "outputs": [ { @@ -135,7 +135,7 @@ }, { "cell_type": "markdown", - "id": "4dfefbda", + "id": "29a75661", "metadata": {}, "source": [ "## Run The Three Cases\n", @@ -146,7 +146,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "b9e836af", + "id": "806fb068", "metadata": {}, "outputs": [ { @@ -155,14 +155,6 @@ "text": [ "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n" ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DeprecationWarning: /Users/rhammond/GitHub_Public/ORBIT/ORBIT/phases/install/quayside_assembly_tow/gravity_base.py:91\n", - "support_vessel will be deprecated and replaced with towing_vessels and ahts_vessel in the towing groups.\n" - ] } ], "source": [ @@ -178,7 +170,7 @@ }, { "cell_type": "markdown", - "id": "20d27b0e", + "id": "0b8891c0", "metadata": {}, "source": [ "## Results Comparison\n", @@ -189,7 +181,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "e356bb5b", + "id": "812389f2", "metadata": {}, "outputs": [ { @@ -405,7 +397,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "2b701461", + "id": "b5c1b5d7", "metadata": {}, "outputs": [], "source": [ @@ -507,7 +499,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "0eff096f", + "id": "cba7a55c", "metadata": {}, "outputs": [ { @@ -527,7 +519,7 @@ }, { "cell_type": "markdown", - "id": "4646cecf", + "id": "dd77bdc9", "metadata": {}, "source": [ "### Substructure and Turbine Installation CapEx Breakdown" @@ -536,7 +528,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "d4d076ef", + "id": "4d719de4", "metadata": {}, "outputs": [ { @@ -621,7 +613,7 @@ }, { "cell_type": "markdown", - "id": "5235830d", + "id": "d59b269c", "metadata": {}, "source": [ "### Comparing Installation Timing\n", @@ -636,7 +628,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "257332e0", + "id": "fa373d70", "metadata": {}, "outputs": [ { diff --git a/examples/introduction.ipynb b/examples/introduction.ipynb index 4a6434b0..4e508ebe 100644 --- a/examples/introduction.ipynb +++ b/examples/introduction.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "47248323", + "id": "ae28a253", "metadata": {}, "source": [ "(intro-tutorial)=\n", @@ -22,7 +22,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "b7e94537", + "id": "e8bbe65d", "metadata": {}, "outputs": [], "source": [ @@ -37,7 +37,7 @@ }, { "cell_type": "markdown", - "id": "18f69943", + "id": "5f0d8434", "metadata": {}, "source": [ "While this introduction will focus on the monopile design and installation to highlight working with\n", @@ -48,7 +48,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "83352053", + "id": "4ce7d872", "metadata": {}, "outputs": [ { @@ -76,7 +76,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "e13fd026", + "id": "fb49f745", "metadata": {}, "outputs": [ { @@ -103,7 +103,7 @@ }, { "cell_type": "markdown", - "id": "626210a1", + "id": "3e35d789", "metadata": {}, "source": [ "## Configuration Basics\n", @@ -120,7 +120,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "485df507", + "id": "0e6496e2", "metadata": {}, "outputs": [ { @@ -158,7 +158,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "6ca72058", + "id": "303b1735", "metadata": {}, "outputs": [ { @@ -196,7 +196,7 @@ }, { "cell_type": "markdown", - "id": "1c528589", + "id": "28d80c29", "metadata": {}, "source": [ "### Design Models\n", @@ -212,7 +212,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "5e02645b", + "id": "06f5d6ff", "metadata": {}, "outputs": [], "source": [ @@ -235,7 +235,7 @@ }, { "cell_type": "markdown", - "id": "d4aff33d", + "id": "7c197ed2", "metadata": {}, "source": [ "Similar to `expected_config`, every design and installation model contains a `run` method that runs\n", @@ -245,7 +245,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "6dc52787", + "id": "69508fa5", "metadata": {}, "outputs": [ { @@ -280,7 +280,7 @@ }, { "cell_type": "markdown", - "id": "39dd470b", + "id": "8ba269a0", "metadata": {}, "source": [ "### Incomplete or Incorrect Configurations\n", @@ -296,7 +296,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "e18e28f7", + "id": "fa93c3fa", "metadata": { "tags": [ "raises-exception" @@ -326,7 +326,7 @@ }, { "cell_type": "markdown", - "id": "7397b81c", + "id": "399c92db", "metadata": {}, "source": [ "### Optional Inputs\n", @@ -340,7 +340,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "35fcb909", + "id": "6036099c", "metadata": {}, "outputs": [ { @@ -395,7 +395,7 @@ }, { "cell_type": "markdown", - "id": "99f0c1af", + "id": "12695b63", "metadata": {}, "source": [ "### Overriding Values from the Design Phase\n", @@ -409,7 +409,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "c0b03c42", + "id": "f67eb515", "metadata": {}, "outputs": [ { @@ -462,7 +462,7 @@ }, { "cell_type": "markdown", - "id": "e6d100fb", + "id": "76f730ff", "metadata": {}, "source": [ "### Installation Phases\n", @@ -482,7 +482,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "f1d51478", + "id": "174e956c", "metadata": {}, "outputs": [ { @@ -598,7 +598,7 @@ }, { "cell_type": "markdown", - "id": "d4b0d71a", + "id": "36c564bd", "metadata": {}, "source": [ "### Loading and Saving Configurations\n", @@ -717,7 +717,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "0c94368a", + "id": "f2760148", "metadata": {}, "outputs": [ { @@ -822,7 +822,7 @@ }, { "cell_type": "markdown", - "id": "c58b0ec5", + "id": "3a725bbb", "metadata": {}, "source": [ "Now, we can combine the monopile design and installation configurations that were\n", @@ -833,7 +833,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "e73355fa", + "id": "5cfbb325", "metadata": {}, "outputs": [ { @@ -841,20 +841,6 @@ "output_type": "stream", "text": [ " Project Capex: 303.23 M\n", - "\n", - " Substructure: 269.26 M\n", - " Substructure Installation: 33.97 M\n", - " Onshore Substation: 0.00 M\n", - " Turbine: 780.00 M\n", - " Soft: 274.09 M\n", - " Project: 355.00 M\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", " Substructure: 269.26 M\n", " Substructure Installation: 33.97 M\n", " Onshore Substation: 0.00 M\n", @@ -883,7 +869,7 @@ }, { "cell_type": "markdown", - "id": "74ff8aa2", + "id": "d5246780", "metadata": {}, "source": [ "To continue with the previous subsection's demonstration, we can also save the final configuration\n", @@ -893,7 +879,7 @@ { "cell_type": "code", "execution_count": 14, - "id": "2c4409af", + "id": "898d1e46", "metadata": {}, "outputs": [ { diff --git a/examples/parametric_manager.ipynb b/examples/parametric_manager.ipynb index 49395a54..3c321ce1 100644 --- a/examples/parametric_manager.ipynb +++ b/examples/parametric_manager.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d2bdde4c", + "id": "217df99a", "metadata": {}, "source": [ "(parametric-manager-tutorial)=\n", @@ -20,7 +20,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "4b4c65ff", + "id": "38b7ebc5", "metadata": {}, "outputs": [], "source": [ @@ -43,7 +43,7 @@ }, { "cell_type": "markdown", - "id": "5a5ff43e", + "id": "83b7d05c", "metadata": {}, "source": [ "## Setting Up The Parameterized Inputs\n", @@ -57,7 +57,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "eb51bc30", + "id": "064e2667", "metadata": {}, "outputs": [], "source": [ @@ -69,7 +69,7 @@ }, { "cell_type": "markdown", - "id": "0d865a4a", + "id": "8e62b84b", "metadata": {}, "source": [ "Similar to the parameterized inputs, we must also define the desired outputs. However, outputs must\n", @@ -80,7 +80,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "b5463cdf", + "id": "3d3cc5ce", "metadata": {}, "outputs": [], "source": [ @@ -92,7 +92,7 @@ }, { "cell_type": "markdown", - "id": "d9817b23", + "id": "97ad82b3", "metadata": {}, "source": [ "## Previewing and Running The Model\n", @@ -111,7 +111,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "b6d16cc9", + "id": "fa26371e", "metadata": {}, "outputs": [ { @@ -119,16 +119,16 @@ "output_type": "stream", "text": [ "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n", - "10 runs elapsed time: 3.64s\n", - "70 runs estimated time: 25.45s\n" + "10 runs elapsed time: 3.77s\n", + "70 runs estimated time: 26.40s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "10 runs elapsed time: 3.64s\n", - "70 runs estimated time: 25.45s\n" + "10 runs elapsed time: 3.77s\n", + "70 runs estimated time: 26.40s\n" ] }, { @@ -162,72 +162,72 @@ " \n", " 0\n", " 60\n", - " 160\n", - " 3.605703e+08\n", + " 140\n", + " 3.536998e+08\n", " 1.294177e+09\n", " \n", " \n", " 1\n", - " 40\n", - " 40\n", - " 3.131938e+08\n", - " 1.173294e+09\n", + " 20\n", + " 20\n", + " 3.047200e+08\n", + " 1.061392e+09\n", " \n", " \n", " 2\n", - " 50\n", - " 20\n", - " 3.072970e+08\n", - " 1.232635e+09\n", + " 30\n", + " 160\n", + " 3.445249e+08\n", + " 1.116196e+09\n", " \n", " \n", " 3\n", - " 30\n", - " 40\n", - " 3.126626e+08\n", - " 1.116196e+09\n", + " 50\n", + " 180\n", + " 3.615505e+08\n", + " 1.232635e+09\n", " \n", " \n", " 4\n", - " 10\n", - " 20\n", - " 3.044819e+08\n", - " 1.008934e+09\n", + " 40\n", + " 160\n", + " 3.483092e+08\n", + " 1.173294e+09\n", " \n", " \n", " 5\n", " 40\n", - " 20\n", - " 3.055845e+08\n", + " 100\n", + " 3.323219e+08\n", " 1.173294e+09\n", " \n", " \n", " 6\n", - " 70\n", - " 20\n", - " 3.097431e+08\n", - " 1.357158e+09\n", + " 50\n", + " 60\n", + " 3.243595e+08\n", + " 1.232635e+09\n", " \n", " \n", " 7\n", - " 40\n", + " 20\n", " 180\n", - " 3.523339e+08\n", - " 1.173294e+09\n", + " 3.478866e+08\n", + " 1.061392e+09\n", " \n", " \n", " 8\n", " 70\n", - " 60\n", - " 3.268419e+08\n", + " 140\n", + " 3.536470e+08\n", " 1.357158e+09\n", " \n", " \n", " 9\n", - " 60\n", - " 100\n", - " 3.417226e+08\n", - " 1.294177e+09\n", + " 30\n", + " 200\n", + " 3.501844e+08\n", + " 1.116196e+09\n", " \n", " \n", "\n", @@ -235,16 +235,16 @@ ], "text/plain": [ " site.depth site.distance Installation System\n", - "0 60 160 3.605703e+08 1.294177e+09\n", - "1 40 40 3.131938e+08 1.173294e+09\n", - "2 50 20 3.072970e+08 1.232635e+09\n", - "3 30 40 3.126626e+08 1.116196e+09\n", - "4 10 20 3.044819e+08 1.008934e+09\n", - "5 40 20 3.055845e+08 1.173294e+09\n", - "6 70 20 3.097431e+08 1.357158e+09\n", - "7 40 180 3.523339e+08 1.173294e+09\n", - "8 70 60 3.268419e+08 1.357158e+09\n", - "9 60 100 3.417226e+08 1.294177e+09" + "0 60 140 3.536998e+08 1.294177e+09\n", + "1 20 20 3.047200e+08 1.061392e+09\n", + "2 30 160 3.445249e+08 1.116196e+09\n", + "3 50 180 3.615505e+08 1.232635e+09\n", + "4 40 160 3.483092e+08 1.173294e+09\n", + "5 40 100 3.323219e+08 1.173294e+09\n", + "6 50 60 3.243595e+08 1.232635e+09\n", + "7 20 180 3.478866e+08 1.061392e+09\n", + "8 70 140 3.536470e+08 1.357158e+09\n", + "9 30 200 3.501844e+08 1.116196e+09" ] }, "execution_count": 4, @@ -260,7 +260,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "e944adcd", + "id": "a6c9d795", "metadata": {}, "outputs": [], "source": [ @@ -269,7 +269,7 @@ }, { "cell_type": "markdown", - "id": "660fc0eb", + "id": "cb21b037", "metadata": {}, "source": [ "The results are saved as a pandas DataFrame in the `results` attribute where each row represents a\n", @@ -287,7 +287,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "18470062", + "id": "98699c80", "metadata": {}, "outputs": [], "source": [ @@ -298,7 +298,7 @@ }, { "cell_type": "markdown", - "id": "6650e803", + "id": "bf593ef0", "metadata": {}, "source": [ "As mentioned in the [`ProjectManager` tutorial](#project-manager-tutorial), the system CapEx will\n", @@ -309,7 +309,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "d9a7e581", + "id": "4364dfec", "metadata": {}, "outputs": [ { @@ -343,7 +343,7 @@ }, { "cell_type": "markdown", - "id": "07041662", + "id": "a30c1f82", "metadata": {}, "source": [ "However, the system CapEx only increases as the site's depth increases because only the site's\n", @@ -354,7 +354,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "a6586284", + "id": "bc2acb33", "metadata": {}, "outputs": [ { diff --git a/examples/project_manager.ipynb b/examples/project_manager.ipynb index 93df8844..6be4a731 100644 --- a/examples/project_manager.ipynb +++ b/examples/project_manager.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "19b523a9", + "id": "ccbe6c82", "metadata": {}, "source": [ "(project-manager-tutorial)=\n", @@ -16,7 +16,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "3c12c93e", + "id": "598be22f", "metadata": {}, "outputs": [], "source": [ @@ -35,7 +35,7 @@ }, { "cell_type": "markdown", - "id": "31ebc886", + "id": "0f8b607a", "metadata": {}, "source": [ "## Compiling Input Requirements Dynamically\n", @@ -49,7 +49,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "ac77ac24", + "id": "ffd2d63f", "metadata": {}, "outputs": [ { @@ -165,7 +165,7 @@ }, { "cell_type": "markdown", - "id": "7a1f99b2", + "id": "4fe930f5", "metadata": {}, "source": [ "Using the results of the `expected_config`, the following configuration is now created to minimally\n", @@ -177,7 +177,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "b69c5291", + "id": "f104be02", "metadata": {}, "outputs": [ { @@ -233,7 +233,7 @@ }, { "cell_type": "markdown", - "id": "64b60d96", + "id": "8471598f", "metadata": {}, "source": [ "## Weather Profiles\n", @@ -246,7 +246,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "ffa08e9d", + "id": "969c25e7", "metadata": {}, "outputs": [], "source": [ @@ -258,7 +258,7 @@ }, { "cell_type": "markdown", - "id": "868dc502", + "id": "74fe0997", "metadata": {}, "source": [ "## Accessing Individual Models\n", @@ -271,7 +271,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "3e0ab3e2", + "id": "b98bccf4", "metadata": {}, "outputs": [ { @@ -289,7 +289,7 @@ }, { "cell_type": "markdown", - "id": "e94ffffb", + "id": "d26d55e6", "metadata": {}, "source": [ "## Phase-Specific Configurations\n", @@ -379,7 +379,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "4f1374a3", + "id": "34630b9c", "metadata": {}, "outputs": [], "source": [ @@ -441,7 +441,7 @@ }, { "cell_type": "markdown", - "id": "091f502a", + "id": "44945180", "metadata": {}, "source": [ "Now, we can make a quick visualization to see how the start timing plays out. Notice how the\n", @@ -453,7 +453,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "68fbf09d", + "id": "5f21fe78", "metadata": {}, "outputs": [ { @@ -486,7 +486,7 @@ }, { "cell_type": "markdown", - "id": "b6222780", + "id": "bd87c881", "metadata": {}, "source": [ "(phase-dependent-timing)=\n", @@ -501,7 +501,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "44e86333", + "id": "020a13a0", "metadata": {}, "outputs": [ { diff --git a/examples/supply_chains.ipynb b/examples/supply_chains.ipynb index b3fd7112..4a496c49 100644 --- a/examples/supply_chains.ipynb +++ b/examples/supply_chains.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d144d625", + "id": "cfe5a962", "metadata": {}, "source": [ "# Modeling Supply Chains\n", @@ -18,14 +18,14 @@ { "cell_type": "code", "execution_count": 1, - "id": "657915e5", + "id": "f6c85394", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "UserWarning: /var/folders/q5/tfpytqxn0r396dfg7rk5sj8rwq9tvv/T/ipykernel_67464/774869178.py:14\n", + "UserWarning: /var/folders/q5/tfpytqxn0r396dfg7rk5sj8rwq9tvv/T/ipykernel_51402/774869178.py:14\n", "Could not infer format, so each element will be parsed individually, falling back to `dateutil`. To ensure parsing is consistent and as-expected, please specify a format.\n" ] } @@ -51,7 +51,7 @@ }, { "cell_type": "markdown", - "id": "d2f61866", + "id": "5ac5e530", "metadata": {}, "source": [ "## Preparing The Cases\n", @@ -66,7 +66,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "25b06f8e", + "id": "63462188", "metadata": {}, "outputs": [ { @@ -113,7 +113,7 @@ }, { "cell_type": "markdown", - "id": "fb36cc57", + "id": "427fcc45", "metadata": {}, "source": [ "## Comparing Results\n", @@ -124,7 +124,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "f5ed4b74", + "id": "6ff70b42", "metadata": {}, "outputs": [ { @@ -145,7 +145,7 @@ }, { "cell_type": "markdown", - "id": "7a2428e3", + "id": "197bc029", "metadata": {}, "source": [ "### Installation Timing\n", @@ -158,7 +158,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "7e66b10c", + "id": "e9bb7999", "metadata": {}, "outputs": [], "source": [ @@ -187,7 +187,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "d40aa77d", + "id": "a64f5f26", "metadata": {}, "outputs": [ { @@ -248,7 +248,7 @@ }, { "cell_type": "markdown", - "id": "eb1f4e84", + "id": "1ab34320", "metadata": {}, "source": [ "### Port Storage" @@ -257,13 +257,13 @@ { "cell_type": "code", "execution_count": 6, - "id": "1248270c", + "id": "51e415f6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 6, From 8b761d8bcec477ff1218ae5cff318b6c4fc3130b Mon Sep 17 00:00:00 2001 From: "Hammond, Rob" <13874373+RHammond2@users.noreply.github.com> Date: Thu, 16 Apr 2026 12:46:10 -0700 Subject: [PATCH 06/13] update build script to automatically reformat notebook files and strip outputs --- docs/build_book.sh | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/docs/build_book.sh b/docs/build_book.sh index e5c2d317..df0accd7 100644 --- a/docs/build_book.sh +++ b/docs/build_book.sh @@ -1,4 +1,10 @@ rm -rf _build jupyter-book build . -cp -f _build/jupyter_execute/tutorials/*.ipynb ../examples/ -cp -f _build/jupyter_execute/topical_guides/*.ipynb ../examples/ + +cp -f _build/jupyter_execute/**/*.ipynb ../examples/ +nb_file_names=$(find _build/jupyter_execute/**/*.ipynb -type f | awk -F/ 'BEGIN {ORS=" "} {print $NF}') + +cd ../examples +jupyter nbconvert --clear-output --inplace $nb_file_names +pre-commit run --files $nb_file_names +cd ../docs From f624dfa081375a68e1cefa1c76acda5afbf9cf5b Mon Sep 17 00:00:00 2001 From: "Hammond, Rob" <13874373+RHammond2@users.noreply.github.com> Date: Thu, 16 Apr 2026 12:46:36 -0700 Subject: [PATCH 07/13] remove outputs from example notebooks for diff sanity --- examples/available_outputs.ipynb | 1214 ++--------------- examples/cable_installation.ipynb | 817 +----------- examples/cost_curves.ipynb | 257 +--- examples/custom_array.ipynb | 1450 ++------------------- examples/export_cable_system.ipynb | 177 +-- examples/fixed_bottom_installations.ipynb | 389 +----- examples/introduction.ipynb | 495 +------ examples/parametric_manager.ipynb | 212 +-- examples/project_manager.ipynb | 196 +-- examples/supply_chains.ipynb | 103 +- 10 files changed, 470 insertions(+), 4840 deletions(-) diff --git a/examples/available_outputs.ipynb b/examples/available_outputs.ipynb index a2794acf..115eb21d 100644 --- a/examples/available_outputs.ipynb +++ b/examples/available_outputs.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "dee11531", + "id": "a2f63a7b", "metadata": {}, "source": [ "(outputs-tutorial)=\n", @@ -22,18 +22,10 @@ }, { "cell_type": "code", - "execution_count": 1, - "id": "48aee0c3", + "execution_count": null, + "id": "4cbd0fd5", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n" - ] - } - ], + "outputs": [], "source": [ "from pathlib import Path\n", "from pprint import pprint\n", @@ -57,7 +49,7 @@ }, { "cell_type": "markdown", - "id": "ba64be7b", + "id": "7e8fd112", "metadata": {}, "source": [ "## Project Details\n", @@ -70,82 +62,17 @@ }, { "cell_type": "code", - "execution_count": 2, - "id": "b177284a", + "execution_count": null, + "id": "67fcb3b8", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'array_system': {'cables': {'XLPE_400mm_33kV': {'cable_sections': [(np.float64(18.167599841100003),\n", - " 2),\n", - " (np.float64(1.5499999999999998),\n", - " 26),\n", - " (np.float64(16.668268330900002),\n", - " 2),\n", - " (np.float64(15.1700628098),\n", - " 2),\n", - " (np.float64(13.6733546329),\n", - " 2),\n", - " (np.float64(12.1786979112),\n", - " 2),\n", - " (np.float64(10.6869570569),\n", - " 2),\n", - " (np.float64(9.1995576081),\n", - " 2),\n", - " (np.float64(7.719024368),\n", - " 2),\n", - " (np.float64(6.2502739666),\n", - " 2),\n", - " (np.float64(4.8042278786),\n", - " 2),\n", - " (np.float64(3.4102823061),\n", - " 2),\n", - " (np.float64(2.1733914114),\n", - " 2)],\n", - " 'linear_density': 35}},\n", - " 'system_cost': np.float64(102201973.42800242)},\n", - " 'export_system': {'cable': {'cable_power': np.float64(118.25312628604732),\n", - " 'linear_density': 50,\n", - " 'number': 6,\n", - " 'sections': [38.0225]},\n", - " 'landfall': {'interconnection_distance': 3},\n", - " 'system_cost': np.float64(120566381.745)},\n", - " 'monopile': {'deck_space': np.float64(52.99375729119361),\n", - " 'diameter': np.float64(7.279681125653349),\n", - " 'embedment_length': np.float64(28.427684886165633),\n", - " 'length': np.float64(60.927684886165636),\n", - " 'mass': np.float64(945.1252825808575),\n", - " 'moment': np.float64(11.603459241851628),\n", - " 'thickness': np.float64(0.07914681125653349),\n", - " 'unit_cost': np.float64(3436475.5274639977)},\n", - " 'num_substations': 1,\n", - " 'offshore_substation_substructure': {'deck_space': 1,\n", - " 'length': 32.5,\n", - " 'mass': np.float64(1588.3736050922225),\n", - " 'type': 'Monopile',\n", - " 'unit_cost': np.float64(4453431.000000001)},\n", - " 'offshore_substation_topside': {'deck_space': 1,\n", - " 'mass': np.float64(2941.5),\n", - " 'unit_cost': np.float64(284644466.3)},\n", - " 'scour_protection': {'cost_per_tonne': 40, 'tonnes_per_substructure': 2520},\n", - " 'transition_piece': {'deck_space': np.float64(55.32346835436127),\n", - " 'diameter': np.float64(7.4379747481664165),\n", - " 'length': 25,\n", - " 'mass': np.float64(396.3315423930208),\n", - " 'thickness': np.float64(0.07914681125653349),\n", - " 'unit_cost': np.float64(3933986.8897931245)}}\n" - ] - } - ], + "outputs": [], "source": [ "pprint(project.design_results)" ] }, { "cell_type": "markdown", - "id": "2b8bf045", + "id": "ead97ed2", "metadata": {}, "source": [ "### Project Parameterizaions\n", @@ -160,21 +87,10 @@ }, { "cell_type": "code", - "execution_count": 3, - "id": "f97ec759", + "execution_count": null, + "id": "69097a52", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Number of turbines: 50\n", - "Turbine Rating: 12.00\n", - "Project Capacity (MW): 600.00\n", - "Project Installation Time (days): 244.4\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"Number of turbines: {project.num_turbines}\")\n", "print(f\"Turbine Rating: {project.turbine_rating:.2f}\")\n", @@ -184,7 +100,7 @@ }, { "cell_type": "markdown", - "id": "0270849d", + "id": "215e4920", "metadata": {}, "source": [ "### Event Timing\n", @@ -196,19 +112,10 @@ }, { "cell_type": "code", - "execution_count": 4, - "id": "bfd453f3", + "execution_count": null, + "id": "0f623d0e", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Total Installation Time: 617 days\n", - "Total Elapsed Time: 245 days\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"Total Installation Time: {project.installation_time / 24:.0f} days\")\n", "print(f\"Total Elapsed Time: {project.project_days} days\")" @@ -216,7 +123,7 @@ }, { "cell_type": "markdown", - "id": "b914956f", + "id": "fb8b692b", "metadata": {}, "source": [ "## All Outputs At Once\n", @@ -232,129 +139,17 @@ }, { "cell_type": "code", - "execution_count": 5, - "id": "93adf8fe", + "execution_count": null, + "id": "0424f714", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'bos_capex': np.float64(1132540951.6863625),\n", - " 'bos_capex_per_kw': np.float64(1887.5682528106042),\n", - " 'capex_breakdown': {'Array System': np.float64(102201973.42800242),\n", - " 'Array System Installation': np.float64(79379421.20414363),\n", - " 'Export System': np.float64(120566381.745),\n", - " 'Export System Installation': np.float64(21241335.52231314),\n", - " 'Offshore Substation': np.float64(289097897.3),\n", - " 'Offshore Substation Installation': np.float64(4246272.594230157),\n", - " 'Onshore Substation': 0,\n", - " 'Project': 355000000,\n", - " 'Scour Protection': 5040000,\n", - " 'Scour Protection Installation': np.float64(12590534.090916954),\n", - " 'Soft': np.float64(582210063.6211),\n", - " 'Substructure': np.float64(368523120.86285615),\n", - " 'Substructure Installation': np.float64(45447221.26925003),\n", - " 'Turbine': 900000000,\n", - " 'Turbine Installation': np.float64(84206793.66964997)},\n", - " 'capex_breakdown_per_kw': {'Array System': np.float64(170.33662238000403),\n", - " 'Array System Installation': np.float64(132.29903534023939),\n", - " 'Export System': np.float64(200.943969575),\n", - " 'Export System Installation': np.float64(35.4022258705219),\n", - " 'Offshore Substation': np.float64(481.82982883333335),\n", - " 'Offshore Substation Installation': np.float64(7.077120990383595),\n", - " 'Onshore Substation': 0.0,\n", - " 'Project': 591.6666666666666,\n", - " 'Scour Protection': 8.4,\n", - " 'Scour Protection Installation': np.float64(20.98422348486159),\n", - " 'Soft': np.float64(970.3501060351666),\n", - " 'Substructure': np.float64(614.2052014380936),\n", - " 'Substructure Installation': np.float64(75.74536878208337),\n", - " 'Turbine': 1500.0,\n", - " 'Turbine Installation': np.float64(140.34465611608329)},\n", - " 'capex_detailed_soft_capex_breakdown': {'Array System': np.float64(102201973.42800242),\n", - " 'Array System Installation': np.float64(79379421.20414363),\n", - " 'Commissioning': np.float64(27456720.944393165),\n", - " 'Construction Financing': np.float64(247580745.80896264),\n", - " 'Construction Insurance': np.float64(49422097.6999077),\n", - " 'Decommissioning': np.float64(49422315.67010078),\n", - " 'Export System': np.float64(120566381.745),\n", - " 'Export System Installation': np.float64(21241335.52231314),\n", - " 'Installation Contingency': np.float64(85253494.53092383),\n", - " 'Offshore Substation': np.float64(289097897.3),\n", - " 'Offshore Substation Installation': np.float64(4246272.594230157),\n", - " 'Onshore Substation': 0,\n", - " 'Procurement Contingency': np.float64(123074688.96681187),\n", - " 'Project': 355000000,\n", - " 'Scour Protection': 5040000,\n", - " 'Scour Protection Installation': np.float64(12590534.090916954),\n", - " 'Substructure': np.float64(368523120.86285615),\n", - " 'Substructure Installation': np.float64(45447221.26925003),\n", - " 'Turbine': 900000000,\n", - " 'Turbine Installation': np.float64(84206793.66964997)},\n", - " 'capex_detailed_soft_capex_breakdown_per_kw': {'Array System': np.float64(170.33662238000403),\n", - " 'Array System Installation': np.float64(132.29903534023939),\n", - " 'Commissioning': np.float64(45.76120157398861),\n", - " 'Construction Financing': np.float64(412.6345763482711),\n", - " 'Construction Insurance': np.float64(82.37016283317949),\n", - " 'Decommissioning': np.float64(82.37052611683463),\n", - " 'Export System': np.float64(200.943969575),\n", - " 'Export System Installation': np.float64(35.4022258705219),\n", - " 'Installation Contingency': np.float64(142.08915755153973),\n", - " 'Offshore Substation': np.float64(481.82982883333335),\n", - " 'Offshore Substation Installation': np.float64(7.077120990383595),\n", - " 'Onshore Substation': 0.0,\n", - " 'Procurement Contingency': np.float64(205.1244816113531),\n", - " 'Project': 591.6666666666666,\n", - " 'Scour Protection': 8.4,\n", - " 'Scour Protection Installation': np.float64(20.98422348486159),\n", - " 'Substructure': np.float64(614.2052014380936),\n", - " 'Substructure Installation': np.float64(75.74536878208337),\n", - " 'Turbine': 1500.0,\n", - " 'Turbine Installation': np.float64(140.34465611608329)},\n", - " 'installation_capex': np.float64(247111578.35050386),\n", - " 'installation_capex_per_kw': np.float64(411.8526305841731),\n", - " 'installation_time': np.float64(14807.249087613796),\n", - " 'npv': np.float64(1493975142.6594274),\n", - " 'onshore_substation_capex': 0,\n", - " 'onshore_substation_capex_kw': None,\n", - " 'overnight_capex': np.float64(1785429373.3358586),\n", - " 'overnight_capex_per_kw': np.float64(2975.715622226431),\n", - " 'project_capex': 355000000,\n", - " 'project_capex_per_kw': 591.6666666666666,\n", - " 'project_time': np.float64(5865.619557282503),\n", - " 'soft_capex': np.float64(582210063.6211),\n", - " 'soft_capex_breakdown': {'Commissioning': np.float64(27456720.944393165),\n", - " 'Construction Financing': np.float64(247580745.80896264),\n", - " 'Construction Insurance': np.float64(49422097.6999077),\n", - " 'Decommissioning': np.float64(49422315.67010078),\n", - " 'Installation Contingency': np.float64(85253494.53092383),\n", - " 'Procurement Contingency': np.float64(123074688.96681187)},\n", - " 'soft_capex_breakdown_per_kw': {'Commissioning': np.float64(45.76120157398861),\n", - " 'Construction Financing': np.float64(412.6345763482711),\n", - " 'Construction Insurance': np.float64(82.37016283317949),\n", - " 'Decommissioning': np.float64(82.37052611683463),\n", - " 'Installation Contingency': np.float64(142.08915755153973),\n", - " 'Procurement Contingency': np.float64(205.1244816113531)},\n", - " 'soft_capex_per_kw': np.float64(970.3501060351666),\n", - " 'supply_chain_capex': 0,\n", - " 'supply_chain_capex_kw': 0,\n", - " 'system_capex': np.float64(885429373.3358586),\n", - " 'system_capex_per_kw': np.float64(1475.715622226431),\n", - " 'total_capex': np.float64(2969751015.3074627),\n", - " 'total_capex_per_kw': np.float64(4949.585025512438),\n", - " 'turbine_capex': 900000000,\n", - " 'turbine_capex_per_kw': 1500}\n" - ] - } - ], + "outputs": [], "source": [ "pprint(project.outputs())" ] }, { "cell_type": "markdown", - "id": "0ace136b", + "id": "e684992a", "metadata": {}, "source": [ "## CapEx\n", @@ -377,19 +172,10 @@ }, { "cell_type": "code", - "execution_count": 6, - "id": "94c6e5dc", + "execution_count": null, + "id": "4429e591", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Total CapEx (millions, USD): 2,969.75\n", - "Total CapEx (USD) per kW: 4,949.59\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"Total CapEx (millions, USD): {project.total_capex / 1e6:,.2f}\")\n", "print(f\"Total CapEx (USD) per kW: {project.total_capex_per_kw:,.2f}\")" @@ -397,7 +183,7 @@ }, { "cell_type": "markdown", - "id": "31b991ab", + "id": "348aa127", "metadata": {}, "source": [ "### Categorical CapEx Breakdowns\n", @@ -409,32 +195,10 @@ }, { "cell_type": "code", - "execution_count": 7, - "id": "a359af2d", + "execution_count": null, + "id": "9baad530", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " Array System: $102.20 (millions, USD)\n", - " Export System: $120.57 (millions, USD)\n", - " Substructure: $368.52 (millions, USD)\n", - " Offshore Substation: $289.10 (millions, USD)\n", - " Scour Protection: $ 5.04 (millions, USD)\n", - " Array System Installation: $ 79.38 (millions, USD)\n", - " Export System Installation: $ 21.24 (millions, USD)\n", - " Substructure Installation: $ 45.45 (millions, USD)\n", - " Offshore Substation Installation: $ 4.25 (millions, USD)\n", - " Scour Protection Installation: $ 12.59 (millions, USD)\n", - " Turbine Installation: $ 84.21 (millions, USD)\n", - " Onshore Substation: $ 0.00 (millions, USD)\n", - " Turbine: $900.00 (millions, USD)\n", - " Soft: $582.21 (millions, USD)\n", - " Project: $355.00 (millions, USD)\n" - ] - } - ], + "outputs": [], "source": [ "for name, capex in project.capex_breakdown.items():\n", " print(f\"{name:>35}: ${capex / 1e6:6,.2f} (millions, USD)\")" @@ -442,7 +206,7 @@ }, { "cell_type": "markdown", - "id": "9984c4e7", + "id": "a695c8d0", "metadata": {}, "source": [ "Like in the previous examples, the `capex_breakdown_per_kw` will provide each category's associated\n", @@ -451,32 +215,10 @@ }, { "cell_type": "code", - "execution_count": 8, - "id": "c5d2b70a", + "execution_count": null, + "id": "29d3b809", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " Array System: $ 170.34 (USD/kW)\n", - " Export System: $ 200.94 (USD/kW)\n", - " Substructure: $ 614.21 (USD/kW)\n", - " Offshore Substation: $ 481.83 (USD/kW)\n", - " Scour Protection: $ 8.40 (USD/kW)\n", - " Array System Installation: $ 132.30 (USD/kW)\n", - " Export System Installation: $ 35.40 (USD/kW)\n", - " Substructure Installation: $ 75.75 (USD/kW)\n", - " Offshore Substation Installation: $ 7.08 (USD/kW)\n", - " Scour Protection Installation: $ 20.98 (USD/kW)\n", - " Turbine Installation: $ 140.34 (USD/kW)\n", - " Onshore Substation: $ 0.00 (USD/kW)\n", - " Turbine: $1,500.00 (USD/kW)\n", - " Soft: $ 970.35 (USD/kW)\n", - " Project: $ 591.67 (USD/kW)\n" - ] - } - ], + "outputs": [], "source": [ "for name, capex in project.capex_breakdown_per_kw.items():\n", " print(f\"{name:>35}: ${capex:8,.2f} (USD/kW)\")" @@ -484,7 +226,7 @@ }, { "cell_type": "markdown", - "id": "34565f9d", + "id": "4434106e", "metadata": {}, "source": [ "### BOS CapEx\n", @@ -495,19 +237,10 @@ }, { "cell_type": "code", - "execution_count": 9, - "id": "2ae1927a", + "execution_count": null, + "id": "5ee38c4d", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "BOS CapEx (millions, USD): 1,132.54\n", - "BOS CapEx (USD) per kW: 1,887.57\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"BOS CapEx (millions, USD): {project.bos_capex / 1e6:,.2f}\")\n", "print(f\"BOS CapEx (USD) per kW: {project.bos_capex_per_kw:,.2f}\")" @@ -515,7 +248,7 @@ }, { "cell_type": "markdown", - "id": "ffd080ed", + "id": "d9b88003", "metadata": {}, "source": [ "### System CapEx\n", @@ -529,19 +262,10 @@ }, { "cell_type": "code", - "execution_count": 10, - "id": "8ebbfd7a", + "execution_count": null, + "id": "c6c3ca58", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "System (procurement) CapEx (millions, USD): 885.43\n", - "System (procurement) CapEx (USD) per kW: 1,475.72\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"System (procurement) CapEx (millions, USD): {project.system_capex / 1e6:,.2f}\")\n", "print(f\"System (procurement) CapEx (USD) per kW: {project.system_capex_per_kw:,.2f}\")" @@ -549,7 +273,7 @@ }, { "cell_type": "markdown", - "id": "5bf62828", + "id": "05f7ba70", "metadata": {}, "source": [ "To view the individual component system costs, users can inspect the `system_costs` dictionary where\n", @@ -558,22 +282,10 @@ }, { "cell_type": "code", - "execution_count": 11, - "id": "03f57d25", + "execution_count": null, + "id": "c1692c45", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " ArrayCableInstallation: $102.20 (millions, USD)\n", - " ExportCableInstallation: $120.57 (millions, USD)\n", - " MonopileInstallation: $368.52 (millions, USD)\n", - " OffshoreSubstationInstallation: $289.10 (millions, USD)\n", - " ScourProtectionInstallation: $ 5.04 (millions, USD)\n" - ] - } - ], + "outputs": [], "source": [ "for name, capex in project.system_costs.items():\n", " print(f\"{name:>35}: ${capex / 1e6:6,.2f} (millions, USD)\")" @@ -581,7 +293,7 @@ }, { "cell_type": "markdown", - "id": "6fbec50b", + "id": "0ba167dc", "metadata": {}, "source": [ "### Installation Capex\n", @@ -596,19 +308,10 @@ }, { "cell_type": "code", - "execution_count": 12, - "id": "df0b099c", + "execution_count": null, + "id": "3777d84f", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Installation CapEx (millions, USD): 247.11\n", - "Installation CapEx (USD) per kW: 411.85\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"Installation CapEx (millions, USD): {project.installation_capex / 1e6:,.2f}\")\n", "print(f\"Installation CapEx (USD) per kW: {project.installation_capex_per_kw:,.2f}\")" @@ -616,7 +319,7 @@ }, { "cell_type": "markdown", - "id": "0adaebd9", + "id": "5d13caee", "metadata": {}, "source": [ "To view the individual component installation costs, users can inspect the `installation_costs`\n", @@ -626,23 +329,10 @@ }, { "cell_type": "code", - "execution_count": 13, - "id": "03cf2f19", + "execution_count": null, + "id": "55e4bf0f", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " ArrayCableInstallation: $ 79.38 (millions, USD)\n", - " ExportCableInstallation: $ 21.24 (millions, USD)\n", - " MonopileInstallation: $ 45.45 (millions, USD)\n", - " OffshoreSubstationInstallation: $ 4.25 (millions, USD)\n", - " ScourProtectionInstallation: $ 12.59 (millions, USD)\n", - " TurbineInstallation: $ 84.21 (millions, USD)\n" - ] - } - ], + "outputs": [], "source": [ "for name, capex in project.installation_costs.items():\n", " print(f\"{name:>35}: ${capex / 1e6:6,.2f} (millions, USD)\")" @@ -650,7 +340,7 @@ }, { "cell_type": "markdown", - "id": "de3231d4", + "id": "05007209", "metadata": {}, "source": [ "### Turbine CapEx\n", @@ -661,19 +351,10 @@ }, { "cell_type": "code", - "execution_count": 14, - "id": "5260fdfb", + "execution_count": null, + "id": "2bceb11d", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Turbine CapEx (millions, USD): 900.00\n", - "Turbine CapEx (USD) per kW: 1,500.00\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"Turbine CapEx (millions, USD): {project.turbine_capex / 1e6:,.2f}\")\n", "print(f\"Turbine CapEx (USD) per kW: {project.turbine_capex_per_kw:,.2f}\")" @@ -681,7 +362,7 @@ }, { "cell_type": "markdown", - "id": "1a4a2e58", + "id": "70dde2f4", "metadata": {}, "source": [ "### Project CapEx\n", @@ -695,19 +376,10 @@ }, { "cell_type": "code", - "execution_count": 15, - "id": "801055f8", + "execution_count": null, + "id": "79c2a71c", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Turbine CapEx (millions, USD): 355.00\n", - "Turbine CapEx (USD) per kW: 591.67\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"Turbine CapEx (millions, USD): {project.project_capex / 1e6:,.2f}\")\n", "print(f\"Turbine CapEx (USD) per kW: {project.project_capex_per_kw:,.2f}\")" @@ -715,7 +387,7 @@ }, { "cell_type": "markdown", - "id": "6ac6143e", + "id": "d1433157", "metadata": {}, "source": [ "### Soft CapEx\n", @@ -729,19 +401,10 @@ }, { "cell_type": "code", - "execution_count": 16, - "id": "6bad581c", + "execution_count": null, + "id": "bb9b9385", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Soft CapEx (millions, USD): 582.21\n", - "Soft CapEx (USD) per kW: 970.35\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"Soft CapEx (millions, USD): {project.soft_capex / 1e6:,.2f}\")\n", "print(f\"Soft CapEx (USD) per kW: {project.soft_capex_per_kw:,.2f}\")" @@ -749,7 +412,7 @@ }, { "cell_type": "markdown", - "id": "d1024ee1", + "id": "4ea233ae", "metadata": {}, "source": [ "The soft CapEx can also be broken down using both the `soft_capex_breakdown` and the `capex_detailed_soft_capex_breakdown`, which also provide a capacity-noramlized variation by adding\n", @@ -760,23 +423,10 @@ }, { "cell_type": "code", - "execution_count": 17, - "id": "83eb77e3", + "execution_count": null, + "id": "39ce88d9", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " Construction Insurance: $ 49.42 (millions,USD)\n", - " Decommissioning: $ 49.42 (millions,USD)\n", - " Commissioning: $ 27.46 (millions,USD)\n", - " Procurement Contingency: $ 123.07 (millions,USD)\n", - " Installation Contingency: $ 85.25 (millions,USD)\n", - " Construction Financing: $ 247.58 (millions,USD)\n" - ] - } - ], + "outputs": [], "source": [ "for name, capex in project.soft_capex_breakdown.items():\n", " print(f\"{name:>35}: ${capex / 1e6:8,.2f} (millions,USD)\")" @@ -784,37 +434,10 @@ }, { "cell_type": "code", - "execution_count": 18, - "id": "7cd58b7b", + "execution_count": null, + "id": "68ee3878", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " Array System: $ 102.20 (millions,USD)\n", - " Export System: $ 120.57 (millions,USD)\n", - " Substructure: $ 368.52 (millions,USD)\n", - " Offshore Substation: $ 289.10 (millions,USD)\n", - " Scour Protection: $ 5.04 (millions,USD)\n", - " Array System Installation: $ 79.38 (millions,USD)\n", - " Export System Installation: $ 21.24 (millions,USD)\n", - " Substructure Installation: $ 45.45 (millions,USD)\n", - " Offshore Substation Installation: $ 4.25 (millions,USD)\n", - " Scour Protection Installation: $ 12.59 (millions,USD)\n", - " Turbine Installation: $ 84.21 (millions,USD)\n", - " Onshore Substation: $ 0.00 (millions,USD)\n", - " Turbine: $ 900.00 (millions,USD)\n", - " Project: $ 355.00 (millions,USD)\n", - " Construction Insurance: $ 49.42 (millions,USD)\n", - " Decommissioning: $ 49.42 (millions,USD)\n", - " Commissioning: $ 27.46 (millions,USD)\n", - " Procurement Contingency: $ 123.07 (millions,USD)\n", - " Installation Contingency: $ 85.25 (millions,USD)\n", - " Construction Financing: $ 247.58 (millions,USD)\n" - ] - } - ], + "outputs": [], "source": [ "for name, capex in project.capex_detailed_soft_capex_breakdown.items():\n", " print(f\"{name:>35}: ${capex / 1e6:8,.2f} (millions,USD)\")" @@ -822,7 +445,7 @@ }, { "cell_type": "markdown", - "id": "062413b0", + "id": "34cf4c8d", "metadata": {}, "source": [ "The soft CapEx values are also available as independent values:\n", @@ -837,23 +460,10 @@ }, { "cell_type": "code", - "execution_count": 19, - "id": "2a8930b0", + "execution_count": null, + "id": "a7a87c8f", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Construction Insurance CapEx (millions, USD): 49.42\n", - "Commissioning CapEx (millions, USD): 27.46\n", - "Decommissioning CapEx (millions, USD): 49.42\n", - "Procurement Contingency CapEx (millions, USD): 123.07\n", - "Installation Contingency CapEx (millions, USD): 85.25\n", - "Construction Financing CapEx (millions, USD): 247.58\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"Construction Insurance CapEx (millions, USD): {project.construction_insurance_capex() / 1e6:,.2f}\")\n", "print(f\"Commissioning CapEx (millions, USD): {project.commissioning_capex() / 1e6:,.2f}\")\n", @@ -865,7 +475,7 @@ }, { "cell_type": "markdown", - "id": "b4aca478", + "id": "add07ad2", "metadata": {}, "source": [ "### All Other CapEx Categories\n", @@ -881,19 +491,10 @@ }, { "cell_type": "code", - "execution_count": 20, - "id": "1b644e34", + "execution_count": null, + "id": "5c98a61a", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Supply Chain CapEx (millions, USD): 0.00\n", - "Supply Chain CapEx (USD) per kW: 0.00\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"Supply Chain CapEx (millions, USD): {project.supply_chain_capex / 1e6:,.2f}\")\n", "print(f\"Supply Chain CapEx (USD) per kW: {project.supply_chain_capex_per_kw:,.2f}\")" @@ -901,7 +502,7 @@ }, { "cell_type": "markdown", - "id": "0d0e41fe", + "id": "916942eb", "metadata": {}, "source": [ "#### Onshore Substation CapEx\n", @@ -911,19 +512,10 @@ }, { "cell_type": "code", - "execution_count": 21, - "id": "76ed2a40", + "execution_count": null, + "id": "e2e28aba", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Turbine CapEx (millions, USD): 900.00\n", - "Turbine CapEx (USD) per kW: 1,500.00\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"Turbine CapEx (millions, USD): {project.turbine_capex / 1e6:,.2f}\")\n", "print(f\"Turbine CapEx (USD) per kW: {project.turbine_capex_per_kw:,.2f}\")" @@ -931,7 +523,7 @@ }, { "cell_type": "markdown", - "id": "1656f4bf", + "id": "590dd5c6", "metadata": {}, "source": [ "#### Overnight CapEx\n", @@ -941,25 +533,17 @@ }, { "cell_type": "code", - "execution_count": 22, - "id": "686dbc49", + "execution_count": null, + "id": "50fa9e52", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Overnight CapEx (millions, USD): 1,785.43\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"Overnight CapEx (millions, USD): {project.overnight_capex / 1e6:,.2f}\")" ] }, { "cell_type": "markdown", - "id": "6ae69355", + "id": "18fc86f2", "metadata": {}, "source": [ "## Logging\n", @@ -976,36 +560,17 @@ }, { "cell_type": "code", - "execution_count": 23, - "id": "f34f0f3d", + "execution_count": null, + "id": "da3af373", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{1: {'Array String': 1,\n", - " 'Offshore Substation': 1,\n", - " 'Substructure': 15,\n", - " 'Turbine': 8},\n", - " 2: {'Array String': 1, 'Substructure': 18, 'Turbine': 10},\n", - " 3: {'Substructure': 17, 'Turbine': 8},\n", - " 4: {'Array String': 2, 'Turbine': 10},\n", - " 5: {'Array String': 1, 'Export System': 1, 'Turbine': 8},\n", - " 6: {'Array String': 2, 'Turbine': 6},\n", - " 7: {'Array String': 1},\n", - " 8: {'Array String': 1},\n", - " 9: {}}\n" - ] - } - ], + "outputs": [], "source": [ "pprint(project.progress_summary)" ] }, { "cell_type": "markdown", - "id": "146bcd63", + "id": "5f75f39e", "metadata": {}, "source": [ "The `project_logs` provides a list of the when a component installation was completed using the\n", @@ -1034,85 +599,10 @@ }, { "cell_type": "code", - "execution_count": 24, - "id": "03a03fc0", + "execution_count": null, + "id": "b030479e", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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ExportCableInstallation2010-03-25 08:00:002010-05-22 15:25:00
ArrayCableInstallation2010-01-01 00:00:002010-09-02 09:37:00
MonopileInstallation2010-01-01 00:00:002010-03-30 10:53:00
OffshoreSubstationInstallation2010-01-01 00:00:002010-01-04 16:05:00
ScourProtectionInstallation2010-01-01 00:00:002010-02-23 06:56:00
TurbineInstallation2010-01-01 00:00:002010-06-18 20:16:00
\n", - "
" - ], - "text/plain": [ - " start end\n", - "ExportCableInstallation 2010-03-25 08:00:00 2010-05-22 15:25:00\n", - "ArrayCableInstallation 2010-01-01 00:00:00 2010-09-02 09:37:00\n", - "MonopileInstallation 2010-01-01 00:00:00 2010-03-30 10:53:00\n", - "OffshoreSubstationInstallation 2010-01-01 00:00:00 2010-01-04 16:05:00\n", - "ScourProtectionInstallation 2010-01-01 00:00:00 2010-02-23 06:56:00\n", - "TurbineInstallation 2010-01-01 00:00:00 2010-06-18 20:16:00" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "df = pd.DataFrame.from_dict(project.phase_dates).T\n", "df.start = pd.to_datetime(df.start)\n", @@ -1123,7 +613,7 @@ }, { "cell_type": "markdown", - "id": "1d994e2d", + "id": "f4d4357c", "metadata": {}, "source": [ "Below, we can see the installation timing is not quite realistic given the WTIV is used for the\n", @@ -1134,21 +624,10 @@ }, { "cell_type": "code", - "execution_count": 25, - "id": "a519cf43", + "execution_count": null, + "id": "8276acea", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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11WTIVMobilize1682,800,000ACTION0MonopileInstallationNaNNaNNaNNaNNaNNaNNaNNaN
20Heavy Lift VesselMobilize72936,918ACTION0OffshoreSubstationInstallationNaNNaNNaNNaNNaNNaNNaNNaN
30Feeder 0Mobilize72220,858ACTION0OffshoreSubstationInstallationNaNNaNNaNNaNNaNNaNNaNNaN
40SPI VesselMobilize72224,860ACTION0ScourProtectionInstallationNaNNaNNaNNaNNaNNaNNaNNaN
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" - ], - "text/plain": [ - " cost_multiplier agent action duration \\\n", - "0 0 Array Cable Installation Vessel Mobilize 72 \n", - "1 1 WTIV Mobilize 168 \n", - "2 0 Heavy Lift Vessel Mobilize 72 \n", - "3 0 Feeder 0 Mobilize 72 \n", - "4 0 SPI Vessel Mobilize 72 \n", - "\n", - " cost level time phase phase_name \\\n", - "0 361,756 ACTION 0 ArrayCableInstallation NaN \n", - "1 2,800,000 ACTION 0 MonopileInstallation NaN \n", - "2 936,918 ACTION 0 OffshoreSubstationInstallation NaN \n", - "3 220,858 ACTION 0 OffshoreSubstationInstallation NaN \n", - "4 224,860 ACTION 0 ScourProtectionInstallation NaN \n", - "\n", - " site_depth hub_height per_trip location max_waveheight max_windspeed \\\n", - "0 NaN NaN NaN NaN NaN NaN \n", - "1 NaN NaN NaN NaN NaN NaN \n", - "2 NaN NaN NaN NaN NaN NaN \n", - "3 NaN NaN NaN NaN NaN NaN \n", - "4 NaN NaN NaN NaN NaN NaN \n", - "\n", - " transit_speed \n", - "0 NaN \n", - "1 NaN \n", - "2 NaN \n", - "3 NaN \n", - "4 NaN " - ] - }, - "execution_count": 26, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "df = pd.DataFrame(project.actions)\n", "df.head()" @@ -1370,7 +675,7 @@ }, { "cell_type": "markdown", - "id": "7e4810f6", + "id": "8ef2c33f", "metadata": {}, "source": [ "Using the data frame we can filter produce vessel timing summaries for a single phase or a single\n", @@ -1384,154 +689,10 @@ }, { "cell_type": "code", - "execution_count": 27, - "id": "0bff37f1", + "execution_count": null, + "id": "a5035d19", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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durationcost
agentaction
WTIVBolt TP2003,333,333
Crane Reequip1001,666,667
Drive Monopile751,250,000
Fasten Monopile60010,000,000
Fasten Transition Piece4006,666,667
Jackdown16263,889
Jackup16263,889
Lower Monopile02,708
Lower TP50833,333
Mobilize1682,800,000
Position Onsite1001,666,667
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RovSurvey50833,333
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" - ], - "text/plain": [ - " duration cost\n", - "agent action \n", - "WTIV Bolt TP 200 3,333,333\n", - " Crane Reequip 100 1,666,667\n", - " Drive Monopile 75 1,250,000\n", - " Fasten Monopile 600 10,000,000\n", - " Fasten Transition Piece 400 6,666,667\n", - " Jackdown 16 263,889\n", - " Jackup 16 263,889\n", - " Lower Monopile 0 2,708\n", - " Lower TP 50 833,333\n", - " Mobilize 168 2,800,000\n", - " Position Onsite 100 1,666,667\n", - " Release Monopile 150 2,500,000\n", - " Release Transition Piece 100 1,666,667\n", - " RovSurvey 50 833,333\n", - " Transit 236 3,926,667\n", - " Upend Monopile 30 507,731" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "mp_install = df.loc[df.phase.eq(\"MonopileInstallation\")]\n", "mp_vessel_summary = (\n", @@ -1544,7 +705,7 @@ }, { "cell_type": "markdown", - "id": "10340d5a", + "id": "51647297", "metadata": {}, "source": [ "## Cash Flow and Net Present Value\n", @@ -1564,25 +725,17 @@ }, { "cell_type": "code", - "execution_count": 28, - "id": "fd8b0e36", + "execution_count": null, + "id": "044dbcb3", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "NPV: $1,493.98 (millions, USD)\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"NPV: ${project.npv / 1e6:,.2f} (millions, USD)\")" ] }, { "cell_type": "markdown", - "id": "4e25a348", + "id": "1517b1b0", "metadata": {}, "source": [ "Below, we highlight the first 12 months of the project cash flow. In the 10th month we can see that\n", @@ -1592,147 +745,10 @@ }, { "cell_type": "code", - "execution_count": 29, - "id": "2c54d1b3", + "execution_count": null, + "id": "fa1094c6", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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monthly_opexmonthly_expensesmonthly_revenuecash_flow
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1035,066,8170-35,066,817
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" - ], - "text/plain": [ - " monthly_opex monthly_expenses monthly_revenue cash_flow\n", - "0 0 46,066,982 0 -46,066,982\n", - "1 0 35,066,817 0 -35,066,817\n", - "2 0 33,022,562 0 -33,022,562\n", - "3 0 27,488,874 0 -27,488,874\n", - "4 4,500,000 30,140,361 8,409,600 -21,730,761\n", - "5 6,300,000 19,454,129 11,773,440 -7,680,689\n", - "6 7,200,000 15,594,619 13,455,360 -2,139,259\n", - "7 7,500,000 14,520,562 14,016,000 -504,562\n", - "8 7,500,000 8,078,377 14,016,000 5,937,623\n", - "9 7,500,000 7,500,000 14,016,000 6,516,000\n", - "10 7,500,000 7,500,000 14,016,000 6,516,000\n", - "11 7,500,000 7,500,000 14,016,000 6,516,000" - ] - }, - "execution_count": 29, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "pd.concat(\n", " [\n", diff --git a/examples/cable_installation.ipynb b/examples/cable_installation.ipynb index 1afffb85..877fabce 100644 --- a/examples/cable_installation.ipynb +++ b/examples/cable_installation.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ed61eb64", + "id": "e54329e3", "metadata": {}, "source": [ "# Cable Laying and Burying\n", @@ -14,8 +14,8 @@ }, { "cell_type": "code", - "execution_count": 1, - "id": "c9280baa", + "execution_count": null, + "id": "d92c05bd", "metadata": {}, "outputs": [], "source": [ @@ -28,7 +28,7 @@ }, { "cell_type": "markdown", - "id": "60c81acc", + "id": "542d47e2", "metadata": {}, "source": [ "Below, we set up a base configuration using an imagined cable and sections (25 each of 1km and 2km cable sections) designed for simplicity." @@ -36,8 +36,8 @@ }, { "cell_type": "code", - "execution_count": 2, - "id": "a8a35197", + "execution_count": null, + "id": "2c5985f2", "metadata": {}, "outputs": [], "source": [ @@ -58,7 +58,7 @@ }, { "cell_type": "markdown", - "id": "71037779", + "id": "294cab92", "metadata": {}, "source": [ "## Single Cable Laying and Burying Process\n", @@ -70,18 +70,10 @@ }, { "cell_type": "code", - "execution_count": 3, - "id": "dff8c0c8", + "execution_count": null, + "id": "4089bad4", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n" - ] - } - ], + "outputs": [], "source": [ "config_combined = deepcopy(base_config)\n", "config_combined[\"array_cable_install_vessel\"] = \"example_cable_lay_vessel\"\n", @@ -92,7 +84,7 @@ }, { "cell_type": "markdown", - "id": "5d6c69c2", + "id": "5736782c", "metadata": {}, "source": [ "## Separate Cable Laying and Burying Processes\n", @@ -109,8 +101,8 @@ }, { "cell_type": "code", - "execution_count": 4, - "id": "0d02f0d5", + "execution_count": null, + "id": "dfa59704", "metadata": {}, "outputs": [], "source": [ @@ -124,7 +116,7 @@ }, { "cell_type": "markdown", - "id": "13a18aa1", + "id": "6e837e70", "metadata": {}, "source": [ "## Including a Trenching Vessel\n", @@ -137,8 +129,8 @@ }, { "cell_type": "code", - "execution_count": 5, - "id": "c719fd96", + "execution_count": null, + "id": "b71ad945", "metadata": {}, "outputs": [], "source": [ @@ -154,7 +146,7 @@ }, { "cell_type": "markdown", - "id": "290eb46d", + "id": "fc90be64", "metadata": {}, "source": [ "## Viewing the results\n", @@ -165,225 +157,10 @@ }, { "cell_type": "code", - "execution_count": 6, - "id": "c1d877cc", + "execution_count": null, + "id": "5cc0a33c", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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6NaNArray Cable Installation VesselTerminate Cable5.555268.354167ACTION21.73913ArrayCableInstallationArrayCableInstallationNaNNaNNaN
7NaNArray Cable Installation VesselLower Cable1.010048.791667ACTION22.73913ArrayCableInstallationArrayCableInstallationNaNNaNNaN
8NaNArray Cable Installation VesselLay/Bury Cable32.0321561.333333ACTION54.73913ArrayCableInstallationArrayCableInstallation2.025.011.5
9NaNArray Cable Installation VesselPrepare Cable1.010048.791667ACTION55.73913ArrayCableInstallationArrayCableInstallationNaNNaNNaN
10NaNArray Cable Installation VesselPull In Cable5.555268.354167ACTION61.23913ArrayCableInstallationArrayCableInstallationNaNNaNNaN
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10NaNArray Cable Installation VesselPrepare Cable1.00010048.791667ACTION28.739130ArrayCableInstallationArrayCableInstallationNaNNaNNaN
11NaNArray Cable Installation VesselPull In Cable5.50055268.354167ACTION34.239130ArrayCableInstallationArrayCableInstallationNaNNaNNaN
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455NaNArray Cable Burial VesselPosition Onsite2.00020097.583333ACTION1548.978261ArrayCableInstallationNaNNaNNaNNaN
456NaNArray Cable Burial VesselBury Cable4.82548485.419792ACTION1553.803261ArrayCableInstallationArrayCableInstallation2.025.011.5
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cost_multiplieragentactiondurationcostleveltimephasephase_namemax_waveheightmax_windspeedtransit_speed
4NaNArray Cable Trench VesselPosition Onsite2.00020097.583333ACTION3.739130ArrayCableInstallationNaNNaNNaNNaN
5NaNArray Cable Trench VesselDig Trench19.300193941.679167ACTION23.039130ArrayCableInstallationArrayCableInstallation2.025.011.5
107NaNArray Cable Installation VesselPosition Onsite2.00020097.583333ACTION828.217391ArrayCableInstallationNaNNaNNaNNaN
108NaNArray Cable Installation VesselPrepare Cable1.00010048.791667ACTION829.217391ArrayCableInstallationArrayCableInstallationNaNNaNNaN
109NaNArray Cable Installation VesselPull In Cable5.50055268.354167ACTION834.717391ArrayCableInstallationArrayCableInstallationNaNNaNNaN
110NaNArray Cable Installation VesselTerminate Cable5.50055268.354167ACTION840.217391ArrayCableInstallationArrayCableInstallationNaNNaNNaN
111NaNArray Cable Installation VesselLower Cable1.00010048.791667ACTION841.217391ArrayCableInstallationArrayCableInstallationNaNNaNNaN
112NaNArray Cable Installation VesselLay Cable5.00050243.958333ACTION846.217391ArrayCableInstallationArrayCableInstallation2.025.011.5
113NaNArray Cable Installation VesselPrepare Cable1.00010048.791667ACTION847.217391ArrayCableInstallationArrayCableInstallationNaNNaNNaN
114NaNArray Cable Installation VesselPull In Cable5.50055268.354167ACTION852.717391ArrayCableInstallationArrayCableInstallationNaNNaNNaN
115NaNArray Cable Installation VesselTerminate Cable5.50055268.354167ACTION858.217391ArrayCableInstallationArrayCableInstallationNaNNaNNaN
558NaNArray Cable Burial VesselPosition Onsite2.00020097.583333ACTION2367.456522ArrayCableInstallationNaNNaNNaNNaN
559NaNArray Cable Burial VesselBury Cable4.82548485.419792ACTION2372.281522ArrayCableInstallationArrayCableInstallation2.025.011.5
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" - ], - "text/plain": [ - " cost_multiplier agent action \\\n", - "4 NaN Array Cable Trench Vessel Position Onsite \n", - "5 NaN Array Cable Trench Vessel Dig Trench \n", - "107 NaN Array Cable Installation Vessel Position Onsite \n", - "108 NaN Array Cable Installation Vessel Prepare Cable \n", - "109 NaN Array Cable Installation Vessel Pull In Cable \n", - "110 NaN Array Cable Installation Vessel Terminate Cable \n", - "111 NaN Array Cable Installation Vessel Lower Cable \n", - "112 NaN Array Cable Installation Vessel Lay Cable \n", - "113 NaN Array Cable Installation Vessel Prepare Cable \n", - "114 NaN Array Cable Installation Vessel Pull In Cable \n", - "115 NaN Array Cable Installation Vessel Terminate Cable \n", - "558 NaN Array Cable Burial Vessel Position Onsite \n", - "559 NaN Array Cable Burial Vessel Bury Cable \n", - "\n", - " duration cost level time phase \\\n", - "4 2.000 20097.583333 ACTION 3.739130 ArrayCableInstallation \n", - "5 19.300 193941.679167 ACTION 23.039130 ArrayCableInstallation \n", - "107 2.000 20097.583333 ACTION 828.217391 ArrayCableInstallation \n", - "108 1.000 10048.791667 ACTION 829.217391 ArrayCableInstallation \n", - "109 5.500 55268.354167 ACTION 834.717391 ArrayCableInstallation \n", - "110 5.500 55268.354167 ACTION 840.217391 ArrayCableInstallation \n", - "111 1.000 10048.791667 ACTION 841.217391 ArrayCableInstallation \n", - "112 5.000 50243.958333 ACTION 846.217391 ArrayCableInstallation \n", - "113 1.000 10048.791667 ACTION 847.217391 ArrayCableInstallation \n", - "114 5.500 55268.354167 ACTION 852.717391 ArrayCableInstallation \n", - "115 5.500 55268.354167 ACTION 858.217391 ArrayCableInstallation \n", - "558 2.000 20097.583333 ACTION 2367.456522 ArrayCableInstallation \n", - "559 4.825 48485.419792 ACTION 2372.281522 ArrayCableInstallation \n", - "\n", - " phase_name max_waveheight max_windspeed transit_speed \n", - "4 NaN NaN NaN NaN \n", - "5 ArrayCableInstallation 2.0 25.0 11.5 \n", - "107 NaN NaN NaN NaN \n", - "108 ArrayCableInstallation NaN NaN NaN \n", - "109 ArrayCableInstallation NaN NaN NaN \n", - "110 ArrayCableInstallation NaN NaN NaN \n", - "111 ArrayCableInstallation NaN NaN NaN \n", - "112 ArrayCableInstallation 2.0 25.0 11.5 \n", - "113 ArrayCableInstallation NaN NaN NaN \n", - "114 ArrayCableInstallation NaN NaN NaN \n", - "115 ArrayCableInstallation NaN NaN NaN \n", - "558 NaN NaN NaN NaN \n", - "559 ArrayCableInstallation 2.0 25.0 11.5 " - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "df_separate_with_trench = pd.DataFrame(project_separate_with_trench.actions)\n", "pd.concat((\n", diff --git a/examples/cost_curves.ipynb b/examples/cost_curves.ipynb index b2b4940e..1f431827 100644 --- a/examples/cost_curves.ipynb +++ b/examples/cost_curves.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "98167c39", + "id": "20ec9035", "metadata": {}, "source": [ "# Cost Curve Creator\n", @@ -45,7 +45,7 @@ }, { "cell_type": "markdown", - "id": "44eabf03", + "id": "ec21b079", "metadata": {}, "source": [ "## Practical Guidance\n", @@ -203,7 +203,7 @@ "\n", "```python\n", " ...\n", - " \n", + "\n", " # Reshape the data into a new array where each element is a three-dimensional data point\n", " data_to_fit = np.array(list(zip(self.x, self.y, self.z)))\n", "\n", @@ -237,8 +237,8 @@ }, { "cell_type": "code", - "execution_count": 1, - "id": "6d44790a", + "execution_count": null, + "id": "3eedceff", "metadata": {}, "outputs": [], "source": [ @@ -267,7 +267,7 @@ }, { "cell_type": "markdown", - "id": "8afd9aa8", + "id": "3747f55e", "metadata": {}, "source": [ "## Configuration\n", @@ -277,8 +277,8 @@ }, { "cell_type": "code", - "execution_count": 2, - "id": "fde3d9b6", + "execution_count": null, + "id": "2d8eb940", "metadata": {}, "outputs": [], "source": [ @@ -290,8 +290,8 @@ }, { "cell_type": "code", - "execution_count": 3, - "id": "e229a75d", + "execution_count": null, + "id": "9c880705", "metadata": {}, "outputs": [], "source": [ @@ -307,7 +307,7 @@ }, { "cell_type": "markdown", - "id": "9947f598", + "id": "7f2e4f12", "metadata": {}, "source": [ "## Curve Fit Library" @@ -315,8 +315,8 @@ }, { "cell_type": "code", - "execution_count": 4, - "id": "fe1d3d31", + "execution_count": null, + "id": "7339d677", "metadata": {}, "outputs": [], "source": [ @@ -378,14 +378,14 @@ " print(f\"ier: {ier}\")\n", " print(f\"Coefficients: {popt}\")\n", " # print(f\"R-squared: {rvalue**2:.6f}\")\n", - " \n", + "\n", " return popt" ] }, { "cell_type": "code", - "execution_count": 5, - "id": "1ed3cde3", + "execution_count": null, + "id": "71f89d78", "metadata": {}, "outputs": [], "source": [ @@ -441,11 +441,11 @@ " # results and postprocessing the data\n", " self.parameters = deepcopy(self.parameters)\n", " _vars = list(self.parameters.keys())\n", - " \n", + "\n", " # NOTE: This assumes the first parameter is site.depth; it's not critical to\n", " # functionality but good to keep in mind\n", " self.x_variable = _vars.pop(0)\n", - " \n", + "\n", " if len(_vars) == 1:\n", " self.is_3d = True\n", " self.y_variable = _vars.pop()\n", @@ -672,7 +672,7 @@ }, { "cell_type": "markdown", - "id": "2c8f79a5", + "id": "a5112723", "metadata": {}, "source": [ "# ORBIT Design Phase Cost Curves\n", @@ -686,36 +686,10 @@ }, { "cell_type": "code", - "execution_count": 6, - "id": "b13a154d", + "execution_count": null, + "id": "ebedb39f", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n", - "{'substructure_15MW': '-620854.4 * depth**2 + 8899.8 * depth * mean_windspeed + 508191.7 * mean_windspeed**2 + 6938.1 * depth + 247.7 * mean_windspeed + -14812.4'}\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'substructure_15MW': '-620854.4 * depth**2 + 8899.8 * depth * mean_windspeed + 508191.7 * mean_windspeed**2 + 6938.1 * depth + 247.7 * mean_windspeed + -14812.4'}\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "cost_function = CostFunction(\n", " config={\"design_phases\": [\"MonopileDesign\"]},\n", @@ -748,7 +722,7 @@ }, { "cell_type": "markdown", - "id": "241292ce", + "id": "924c6b20", "metadata": {}, "source": [ "## Semi-Submersible Substructure\n", @@ -762,31 +736,10 @@ }, { "cell_type": "code", - "execution_count": 7, - "id": "22ec63ff", + "execution_count": null, + "id": "02d82ddd", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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N6IecpozR60/PhV6jX3zxhQuCwQAR/RhVTb7KrB+g6lOm51hzBwbdQoIQqEEdOibaVn3/MpvYNzuvr2effdY9xzrmel+o5kxl1jFXeY9VBtVA6wey/tfzrJAX1ExmRSLfq0C2hPIxDU/X1AHBRcPxixUrFrUsdmi9hstrSoWs0ND7unXrhmbOnBn68ssvQ88991zo5JNPDs2dO9fdrukNdAg0zUOkhg0bHjU9Q6RXXnnFDa8Ppn/485//HHrggQeyXEZN4fCPf/zjmOXfuXNnqHTp0qGXX37ZXX/++efdcxT5/ATPm6bziDV06NBQhQoV3PQJ+c2sWbNCPXv2DJ155pnumGu6jtq1a7upQLZv337U+u+8807owgsvDD+n2u6OO+4IrV27NmpqivSmnNDx1JQisfTa0n1kNA3GZ5995qZ0OPXUU93rXtNbXHnllaHly5dH3Y+mKbnmmmtCJUuWDJUrVy506623hlatWpXudCcq+3fffRe67LLL3PqVK1d200ccOXLkqKkn9P5Ib+qL2ClIgnLHTsui9du1a+de68WLFw+dfvrpoR49ekSVPyhTrA0bNrjjo220bfny5UOtWrUKffjhh1ma7mTBggWhW265xT0fOr5dunQJ/fzzz1Hbxk53Ipo+ZPjw4e446jnX9po6ZfDgwaHdu3eHMqLpX8aOHRu6+uqrXZm0rZ7fJk2auOcx9j2mY9CmTRu3no7BQw895D530pvuRGXRc6ZpefRc6P71Xo/00ksvuelG9H7Wfep5u++++44q85AhQ0LVqlVznwmRr7XY1+LxvL5Ey/V5p+luVNYzzjgj9Mgjj2SpDPv27QvddNNN7vWiaVOuvfba0I4dOzKc7iSYnud43qtAIhXQP5ZP6ddsZBOimh71a11V7gHVrkR2xlaNliaCPVZzg5pW9GtUv+T0qzagX4uaNkC1GvqlpyZP1RRoioeA+rDoMTWBa3o0sk6jw/RLP5juQn18Ajqk6uuk2gf96o48k0CwT9oHXY5F/fLUlKpO5fpVr1/W6c1crzIEE4IGZdCvf02mqz54AAAg/vJ1U6yaKCJncNcoKPV30+l+TpT6negSOxpPYSsY1aeApWYQNeVEUvNAZn111Oyg+w1OI6S+N5GjuzSwQSFMTX+aN+14KSxqZnc1IYmaQLZt2+ZC57E6wuv0Vpp65aabbjruxwcAANmTr4Nddqj/jmr39L9CVNCnQyEwGOauvlSq2VKfJfUD0kAInbtQgVGdhBV21Icu6BunPiW6XdNeaFSp+tip35Nq4oLzfyq0aYCFRuCpP4euayStaviCkV6aiiCSzv+p4Bc555P6BAVzpwWTvWofVPYgyKp/iPqjqKzqH6dyKYhqChVRzZ2me1HfEk24qxo5rac+LtrnyP5BGjShPla5Oe8UAAD5XkIbgpOM+pukd8qZyFMTxV4i+6vE9glJTU11fX6qVq0a7g+iU/dEngJHhg0bFjrllFNcHxP1c4k85ZBOGXTeeeeF+xHVq1fP9V0L+telJ70+dkG/pthLZB+gzp07h1JSUlx/MPVR0fX169dH3c+ePXtcPzHtU5EiRULVq1d3/Ys2b94cXkeniSpRokRozJgxx3jGAQBATsrXfewAAAB8wjx2AAAAniDYAQAAeCLfDZ7QiFR1+NdAhJw8rQ8AAEA8qNecJpHXTBrpnfs6Xwc7hbrsnGwbAAAgGWzZssWdzSoz+S7YBae/0ZNzIqffAgAAyA06v7UqpYIMk5l8F+yC5leFOoIdAADIK7LShYzBEwAAAJ4g2AEAAHiCYAcAAOAJgh0AAIAnCHYAAACeINgBAAB4gmAHAADgCYIdAACAJwh2AAAAniDYAQAAeCLfnVIsNxxJC9knG3+xHXsPWKVSxe3cWuWtUMFjnwYkGfmyL77sh7AvycmXffFlP4R9SU7sS3wR7HLY7FWpNvjdNZa6+0B4WUqZ4jawY327vEGK5SW+7Isv+yHsS3LyZV982Q9hX5IT+xJ/BUKhUMjykT179liZMmVs9+7dVrp06Rw/yLe/+ZnFPqFBdh/VtWmeeeH6si++7IewL8nJl33xZT+EfUlO7EvuZBf62OVgdaySe3opOVim27VesvNlX3zZD2FfkpMv++LLfgj7kpzYl9xDsMshamOPrI6NpcOr27VesvNlX3zZD2FfkpMv++LLfgj7kpzYl9xDsMsh6jiZk+slki/74st+CPuSnHzZF1/2Q9iX5MS+5B6CXQ7RaJicXC+RfNkXX/ZD2Jfk5Mu++LIfwr4kJ/Yl9xDscoiGOGs0TEaDnLVct2u9ZOfLvviyH8K+JCdf9sWX/RD2JTmxL7mHYJdDNG+NhjhL7MEOruv2RM9vk5/2xZf9EPYlOfmyL77sh7AvyYl9yT0Euxykoc0a4lylTHT1q67npWHcPu2LL/sh7Ety8mVffNkPYV+SE/uSD+axq1mzpn3//fdHLe/du7e98MIL6W4zefJke+SRR2zTpk1Wp04dGz58uLVv3z4p5rFL5pmo8/u++LIfwr4kJ1/2xZf9EPYlObEv2Zed7JLQYPfjjz/akSNHwtdXrVplbdu2tfnz59sf//jHo9ZfsmSJXXzxxTZs2DC78sorbcKECS7YffbZZ9agQYOkCXYAAAD5LtjFuvvuu+29996zb7/91goUODrxdu7c2X777Te3TuD888+3xo0b2+jRo7P0GAQ7AACQl+TJM08cOnTI3nzzTevZs2e6oU6WLl1qbdq0iVrWrl07txwAACC/K2xJYvr06bZr1y7r0aNHhuts27bNKleuHLVM17U8IwcPHnSXyNQLAADgo6SpsXvllVfsiiuusKpVq+bo/ao/nqovg0v16tVz9P4BAACSRVIEO42M/fDDD+3mm2/OdL0qVarY9u3bo5bpupZnpH///q5NOrhs2bIlx8oNAACQTJIi2I0bN84qVapkHTp0yHS9Fi1a2EcffRS1bO7cuW55RooVK+Y6GkZeAAAAfJTwYJeWluaCXffu3a1w4eguf926dXM1boG+ffva7NmzbcSIEfbNN9/YoEGDbPny5XbnnXcmoOQAAADJJeHBTk2wmzdvdqNhY2l5ampq+PoFF1zg5q4bM2aMNWrUyKZMmeIGXWR1DjsAAACfJdU8drmBeewAAEBekifnsQMAAMCJIdgBAAB4gmAHAADgCYIdAACAJwh2AAAAniDYAQAAeIJgBwAA4AmCHQAAgCcIdgAAAJ4g2AEAAHiCYAcAAOAJgh0AAIAnCHYAAACeINgBAAB4gmAHAADgCYIdAACAJwh2AAAAniDYAQAAeIJgBwAA4AmCHQAAgCcIdgAAAJ4g2AEAAHiCYAcAAOAJgh0AAIAnCHYAAACeINgBAAB4gmAHAADgCYIdAACAJwh2AAAAniDYAQAAeIJgBwAA4AmCHQAAgCcIdgAAAJ4g2AEAAHiCYAcAAOAJgh0AAIAnCHYAAACeINgBAAB4gmAHAADgCYIdAACAJwh2AAAAniDYAQAAeIJgBwAA4AmCHQAAgCcIdgAAAJ4g2AEAAHiCYAcAAOAJgh0AAIAnCHYAAACeINgBAAB4gmAHAADgCYIdAACAJwh2AAAAniDYAQAAeIJgBwAA4AmCHQAAgCcIdgAAAJ5IeLDbunWrde3a1SpUqGAlSpSwhg0b2vLlyzPd5q233rJGjRpZyZIlLSUlxXr27Gk///xzrpUZAAAgGSU02O3cudNatmxpRYoUsVmzZtmaNWtsxIgRVq5cuQy3Wbx4sXXr1s1uuukmW716tU2ePNk++eQT69WrV66WHQAAINkUTuSDDx8+3KpXr27jxo0LL6tVq1am2yxdutRq1qxpffr0Ca9/6623uvsCAADIzxJaYzdz5kxr1qyZderUySpVqmRNmjSxsWPHZrpNixYtbMuWLfb+++9bKBSy7du325QpU6x9+/a5Vm4AAIBklNBgt2HDBhs1apTVqVPH5syZY7fffruriRs/fnyG26jpVn3sOnfubEWLFrUqVapYmTJl7IUXXkh3/YMHD9qePXuiLgAAAD5KaLBLS0uzpk2b2tChQ11t3S233OL6yo0ePTrDbdQPr2/fvjZgwABbsWKFzZ492zZt2mS33XZbuusPGzbMBb/goqZfAAAAHxUIqT0zQWrUqGFt27a1l19+ObxMNXiPPfaYGy2bnr/97W924MABN2gisGjRIrvooovshx9+cKNkY2vsdAmoxk7hbvfu3Va6dOm47BcAAEBOUXZR5VRWsktCB0+oWXXt2rVRy9atW+cCX0b27dtnhQtHF7tQoULu//QyarFixdwFAADAdwltiu3Xr58tW7bMNcWuX7/eJkyYYGPGjLE77rgjvE7//v3d9CaBjh072tSpU13NnvroafoT9cs799xzrWrVqgnaEwAAgMRLaI1d8+bNbdq0aS68Pfroo27qkpEjR1qXLl3C66SmptrmzZvD13v06GF79+61559/3v7f//t/VrZsWbv00kuZ7gQAAOR7Ce1jl+zt1AAAAHkpuyT8lGIAAADIGQQ7AAAATxDsAAAAPEGwAwAA8ATBDgAAwBMEOwAAAE8Q7AAAADxBsAMAAPAEwQ4AAMATBDsAAABPEOwAAAA8QbADAADwBMEOAADAEwQ7AAAATxDsAAAAPEGwAwAA8ATBDgAAwBMEOwAAAE8Q7AAAADxBsAMAAPAEwQ4AAMATBDsAAABPEOwAAAA8QbADAADwBMEOAADAEwQ7AAAATxDsAAAAPEGwAwAA8ATBDgAAwBMEOwAAAE8Q7AAAADxBsAMAAPAEwQ4AAMATBDsAAABPEOwAAAA8QbADAADwBMEOAADAEwQ7AAAATxDsAAAAPEGwAwAA8ATBDgAAwBMEOwAAAE8Q7AAAADxBsAMAAPAEwQ4AAMATBDsAAABPEOwAAAA8QbADAADwBMEOAADAEwQ7AAAATxDsAAAAPEGwAwAA8ATBDgAAwBMEOwAAAE8Q7AAAADxBsAMAAPAEwQ4AAMATCQ92W7duta5du1qFChWsRIkS1rBhQ1u+fHmm2xw8eNAefvhhq1GjhhUrVsxq1qxpr776aq6VGQAAIBkVTuSD79y501q2bGmtWrWyWbNmWcWKFe3bb7+1cuXKZbrdtddea9u3b7dXXnnFateubampqZaWlpZr5QYAAEhGCQ12w4cPt+rVq9u4cePCy2rVqpXpNrNnz7YFCxbYhg0brHz58m6ZauwAAADyu4Q2xc6cOdOaNWtmnTp1skqVKlmTJk1s7NixWdrmySeftGrVqlndunXt3nvvtf379+dauQEAAJJRQmvsVOs2atQou+eee+yhhx6yTz/91Pr06WNFixa17t27Z7jNokWLrHjx4jZt2jT76aefrHfv3vbzzz9H1fxF9sfTJbBnz5647hMAAECiFAiFQqFEPbgCnGrflixZEl6mYKeAt3Tp0nS3ueyyy2zhwoW2bds2K1OmjFs2depU++tf/2q//fabG4ARadCgQTZ48OCj7mf37t1WunTpHN8nAACAnKRKKWWerGSXhDbFpqSkWP369aOW1atXzzZv3pzpNmqCDUJdsI3y6f/+97+j1u/fv797IoLLli1bcngvAAAAkkNCg51GxK5duzZq2bp169w0Jplt88MPP9ivv/4atU3BggXtlFNOOWp9TYeidBt5AQAAsPzeFLtr1y7Xr01Nod9//73t27fPTVGiQQ/t2rWzCy64IFsPriZXbaOmUk1h8sknn1ivXr1szJgx1qVLl3CNm+a6e/311911BTrV0J1//vluO/Wxu/nmm+2SSy455sCL7FZnAgAAeNcUqxoyhSc1gz722GNuBGrjxo2tdevWrpZs/vz51rZtW9es+q9//SvLBW3evLkLihMnTrQGDRrYkCFDbOTIkeFQJ5qjLrJp9uSTT7a5c+e6kKn+eVq3Y8eO9uyzz2b5cQEAAPJtjV3lypXdKNUePXoc1ScuoLA3ffp0F7CuueYaNwVJMqLGDgDgI32d//7773bkyJFEFwXZVKhQIStcuLAVKFDghLNLloKdphLRKb+yKrvr5yaCHQDAN4cOHXItXOoihbypZMmSrmVUM4acSHbJ0jx22Q1pyRrqAADwjU6puXHjRlfrU7VqVRcMMqr5QfJR/ZqC+Y8//uiOY506ddyA0IRNUPz111/bsmXL3AAK9bsDAAC5R6FA4U6n6FStD/IezcFbpEgRNzBVx1MnYciVYPfoo4+6B7/vvvvcdQ2auPzyy61UqVKuevC1116LGvgAAAByx4nU8sCf45ete5kyZUrU4InHH3/cnSlCU448//zzNnTo0BwpFAAAAOJUY6c55NQGvGnTJvviiy/c4AhdX7x4sV100UXudlUD6zyuwXxz3bp1O47iAAAAIK41djoTRM2aNV2HTE19ouuaR04jM1q1auWun3766a6zptbL7MwRAAAAomnUlB10UR8zZQzNi/vqq6+6CqOsUlewsmXLxrWsXgU7ndVBl6ZNm9p7773nAt7s2bOtffv2dvHFF7vbNERXHTeD6wAAIO84khaypd/9bDO+2Or+1/XcoL76mqpFrYKzZs1yFUZ9+/a1K6+80s3Lhzj2sXvqqadcU6zO16qRGxpMEZmWdXAAAEDeMntVql04fJ5dP3aZ9Z30hftf17U83nRO9ypVqli1atVcBdJDDz1kM2bMcCFP2UKeeeYZa9iwoZ100kmuEql3797hc8Z//PHHduONN7pBnAX+r/Zv0KBB7rY33njDnaVKgzz1GDfccIPt2LHDfJatYNeoUSOXqDXXypo1a9yTG9CZJhg8AQBA3qLwdvubn1nq7gNRy7ftPuCW50a4i3XppZe6zDF16tTwiFGd2Wr16tU2fvx4mzdvnt1///3uNp1zXqcjVfew1NRUdwnOfnX48GF3utIvv/zSnR1LGUbNvz47rnns0puAWE2xAAAg71Bz6+B311h6ja5apmmOdXvb+lWsUMHcnfT4zDPPtK+++sr9fffdd4eXqy+/zlt/22232Ysvvui6h+msDKqpq1KlStR99OzZM/z3aaed5sKhzlOv2j6dez7f1thNmjQpy3e4ZcsWN1oWAAAkt082/nJUTV1suNPtWi+3afaN4AwaH374obVu3do116pZ9W9/+5uboeNYp1BbsWKFdezY0U499VS3XTAGYPPmzearLAW7UaNGWb169ezJJ590Z5qIpXbt999/37Vdq31cTzYAAEhuO/YeyNH1cpLyRq1atVzzqQZSnH322fbOO++4sPbCCy+4dXSWhoz89ttv1q5dO9dE+9Zbb9mnn35q06ZNO+Z2+aIpdsGCBTZz5kx77rnnrH///q7zooYk65QXO3futG3bttkf/vAH1269atUqdxsAAEhulUoVz9H1cor60K1cudL69evngpymPhkxYkT47Axvv/121Ppqjj1y5EjUsm+++cZVND3xxBPhMQHLly8332W5j92f/vQnd9FZJhYtWuRGxe7fv98FOp0nVhdOZwIAQN5xbq3yllKmuBsokV4/OzWEVilT3K0XLwcPHnQVRApm27dvd9OpDRs2zNXS6WQHqjDSIAhVLqlZVd29Ro8eHXUf6nenfnMfffSRG3Shc+aq+VWBT9upP57uRwMpfJftwRMKcldffXV8SgMAAHKNBkQM7FjfjX5ViIsMd8FQCd0ez4ETCnIagFm4cGErV66cC2Ya5NC9e3dXYaTrmu5k+PDhrtVQ8+Uq+EWe4UojYxXeOnfu7GrpBg4c6KY80XQpmj5F96euYk8//bSrpPJZgZB6J+Yje/bscaNn1C9Q7e4AAORlBw4csI0bN7r+aOoidTw0pYlGv0YOpFBNnkLd5Q2Y9SLRxzE72eW4pjsBAAD+UHjTlCYa/aqBEupTp+bX3J7iBCeOYAcAAFyIa3H60fPUIm9htAMAAEB+DXY6P2x6EwJqhGzkuWMBAACQ5MFu8ODB4RPvRlLY020AAADII8Eu8hQfkXSC3fLl4zfPDQAAAHJo8ITmllGg06Vu3bpR4U6TCqoWT3PIAAAAIMmD3ciRI11tXc+ePV2Tq+ZTCWhmZ8363KJFi3iVEwAAADkV7DQDtGjivJYtW7oZogEAAJCH+9iVKlXKvv766/D1GTNmuFOM6ZQdhw4dyunyAQCAfEhdvqZPn255zaZNm1zZv/jii7wR7G699VZbt26d+3vDhg3uvGw62e7kyZPt/vvvj0cZAQCAZ3r06JHpuedTU1PtiiuusGRV4P/GHUReLrzwQqtevbore4MGDdx6H3/8sbtt165duVKubLenKtQ1btzY/a0wd8kll9iECRNs8eLFdt1117m+eAAAACeiSpUqiS6CaWyBBohm1P1s3Lhxdvnll0eNOShUqFBCy35c052kpaW5vz/88ENr3769+1sJ9aeffsr5EgIAgHzdFBs0b06dOtVatWrlWgobNWpkS5cujdpm0aJFdtFFF1mJEiVcLunTp4/99ttv4dvfeOMNa9asmetWpvB1ww032I4dO8K3B7Vrs2bNsnPOOceKFSvm7jMjZcuWdfcTXDTtW2RTrP5WeSNnF1FNZVIFOz0hjz32mHtyFixYYB06dHDLN27caJUrV45HGQEAQDYrYfYd+j3XL3rceHr44Yft3nvvdaFJU69df/319vvvv7vbvvvuO1d7ds0119hXX31l//rXv1wou/POO8PbHz582IYMGeLm3lVoVPBKL2g9+OCD9sQTT7gxBWefffZxl1fh8p133nF/r1271jXR/vOf/7SkaopVU2uXLl3cE6InuHbt2m75lClT7IILLohHGQEAQDbsP3zE6g+Yk+uPu+bRdlayaPxmzVCoCyqUNPXaWWedZevXr7czzzzThg0b5vLJ3Xff7W6vU6eOPfvss67L2KhRo6x48eJuyrbAaaed5m5v3ry5m4v35JNPDt+mU6S2bdv2mOVRsFTTa+DNN98Md1cT3RacvKFSpUquhi/esv3sK7muXLnyqOVPPfVU1M4BAADkpMjas5SUFPe/mlIV7FQL99VXX9lbb711VPcxtSrWq1fPVqxYYYMGDXLr7ty5M9y1bPPmzVa/fv2o1sms+Mc//mFt2rSJKtOPP/5oiXTcsVpPTjDtiZ6Mpk2b5mS5AADAcSpRpJCrPUvE48ZTkSJFwn8HZ8AKwplq3W699VbXry7Wqaee6vratWvXzl0U/ipWrOgCna7HTtd20kknZak86lcXtFwG8lywUzLWFCfqXxdUKWoIrzoHTpo0yT1RAAAgcRR64tkkmoxUwbRmzZqjglZArY0///yz6zunvm+yfPnyuJdLI2VFo2tzQ7YHT9x1110uFa9evdp++eUXd1m1apXt2bMn3ZQMAACQnt27d7uBEJGXLVu2HNd9PfDAA7ZkyRI3WEL38+2337qTKASDJ1Rrp5D13HPPuXl4Z86c6QZSxFuNGjVc0H7vvfdcbZ4yVFIFu9mzZ9uLL77o2qoDaop94YUX3PBgAACArND0Ik2aNIm6aFDE8fa/W7BggZtvV1Oe6L4GDBhgVatWdberRfG1115zc/Aqt6jm7umnn7Z4q1atmtsnjbTV7CGRo3TjoUAom2OTNffLwoULo0Z9yOeff+5GnqjmLpmpfGXKlHG/EkqXLp3o4gAAcEIOHDjgBgfoXO4a+Qn/jmN2sku2a+wuvfRS69u3r/3www/hZVu3brV+/fpZ69ats3t3AAAAyCHZDnbPP/+8S441a9a0008/3V2ULrVM7dYAAABIjGwPmdFIks8++8ydTuybb75xy9TfLnIeFwAAAOS+4xoLrdEdmpE5K7MyAwAAIMmaYufNm+dGkaQ3OEKd+XRaDw2qAAAAQJIHO50jtlevXumOxtBIDc32/Mwzz+R0+QAAQBZkc5ILeHr8shzsdF61yy+/PMPbL7vsMneaMQAAkHuC02zt27cv0UXBCQiOX+Rp0+Lax2779u2ZPljhwoUTfn40AADym0KFCrlTfOqUn1KyZMnweVSRN2rqFOp0/HQcdTxzJdhp5mSdOiyjc7B99dVXlpKSckKFAQAA2aeT0UsQ7pD3KNQFxzFXgl379u3tkUcecc2xsTMi79+/3wYOHGhXXnnlCRcIAABkj2roVLlSqVIlO3z4cKKLg2xSi+iJ1tRl+5Riaopt2rSpe2Cd5+yMM85wyzWXnc4Te+TIETe/nc6Dlsw4pRgAAMhLspNdslxjp8C2ZMkSu/32261///7h0Rv6ldCuXTsX7pI91AEAAPgsWxMU16hRw95//33buXOnrV+/3oW7OnXqWLly5eJXQgAAAMTvzBMKcs2bNz+eTQEAABAnWZ7HDgAAAMmNYAcAAOAJgh0AAIAnCHYAAACeINgBAAB4IuHBbuvWrda1a1erUKGClShRwho2bGjLly/P0raLFy9256ht3Lhx3MsJAADg5XQnOUXz4bVs2dJatWpls2bNsooVK9q3336bpXnxdu3aZd26dbPWrVu7s2IAAADkdwkNdsOHD7fq1avbuHHjwstq1aqVpW1vu+02u+GGG9wpzqZPnx7HUgIAAOQNCW2KnTlzpjVr1sw6derkTlzcpEkTGzt27DG3UxDcsGGDDRw4MFfKCQAAkBckNNgpnI0aNcqdlmzOnDnuPLR9+vSx8ePHZ7iNmmoffPBBe/PNN13/umM5ePCgO3lu5AUAAMBHCW2KTUtLczV2Q4cOdddVY7dq1SobPXq0de/e/aj1jxw54ppfBw8ebHXr1s3SYwwbNsytDwAA4LuE1tilpKRY/fr1o5bVq1fPNm/enO76e/fudSNm77zzTldbp8ujjz5qX375pft73rx5R23Tv39/2717d/iyZcuWuO0PAABAvq2x04jYtWvXRi1bt26d1ahRI931S5cubStXroxa9uKLL7pAN2XKlHQHXhQrVsxdAAAAfJfQYNevXz+74IILXFPstddea5988omNGTPGXSJr3DTX3euvv24FCxa0Bg0aRN2HBl0UL178qOUAAAD5TUKbYps3b27Tpk2ziRMnumA2ZMgQGzlypHXp0iW8TmpqaoZNswAAAPj/FQiFQiHLRzQqtkyZMq6/nZp2AQAAfMkuCT+lGAAAAHIGwQ4AAMATBDsAAABPEOwAAAA8QbADAADwBMEOAADAEwQ7AAAATxDsAAAAPEGwAwAA8ATBDgAAwBMEOwAAAE8Q7AAAADxBsAMAAPAEwQ4AAMATBDsAAABPEOwAAAA8QbADAADwBMEOAADAEwQ7AAAATxDsAAAAPEGwAwAA8ATBDgAAwBMEOwAAAE8Q7AAAADxBsAMAAPAEwQ4AAMATBDsAAABPEOwAAAA8QbADAADwBMEOAADAEwQ7AAAATxDsAAAAPEGwAwAA8ATBDgAAwBMEOwAAAE8Q7AAAADxBsAMAAPAEwQ4AAMATBDsAAABPEOwAAAA8QbADAADwBMEOAADAEwQ7AAAATxDsAAAAPEGwAwAA8ATBDgAAwBMEOwAAAE8Q7AAAADxBsAMAAPAEwQ4AAMATBDsAAABPEOwAAAA8QbADAADwBMEOAADAEwQ7AAAATxDsAAAAPEGwAwAA8ETCg93WrVuta9euVqFCBStRooQ1bNjQli9fnuH6U6dOtbZt21rFihWtdOnS1qJFC5szZ06ulhkAACAZJTTY7dy501q2bGlFihSxWbNm2Zo1a2zEiBFWrly5DLf5z3/+44Ld+++/bytWrLBWrVpZx44d7fPPP8/VsgMAACSbAqFQKJSoB3/wwQdt8eLFtnDhwhO6n7POOss6d+5sAwYMOOa6e/bssTJlytju3btdjR8AAEAyy052SWiN3cyZM61Zs2bWqVMnq1SpkjVp0sTGjh2brftIS0uzvXv3Wvny5dO9/eDBg+4JibwAAAD4KKHBbsOGDTZq1CirU6eO6yd3++23W58+fWz8+PFZvo+nn37afv31V7v22mvTvX3YsGEu5QaX6tWr5+AeAAAAJI+ENsUWLVrU1dgtWbIkvEzB7tNPP7WlS5cec/sJEyZYr169bMaMGdamTZsMa+x0CajGTuGOplgAAJAX5Jmm2JSUFKtfv37Usnr16tnmzZuPue2kSZPs5ptvtrfffjvDUCfFihVzT0LkBQAAwEcJDXYaEbt27dqoZevWrbMaNWpkut3EiRPtxhtvdP936NAhzqUEAADIGxIa7Pr162fLli2zoUOH2vr1613T6pgxY+yOO+4Ir9O/f3/r1q1b+LrW0XVNi3LeeefZtm3b3EXVkwAAAPlZQoNd8+bNbdq0aa7mrUGDBjZkyBAbOXKkdenSJbxOampqVNOsgt/vv//uwp+acoNL3759E7QXAAAAySGhgycSgXnsAABAXpJnBk8AAAAg5xDsAAAAPEGwAwAA8ATBDgAAwBMEOwAAAE8Q7AAAADxBsAMAAPAEwQ4AAMATBDsAAABPEOwAAAA8QbADAADwBMEOAADAEwQ7AAAATxDsAAAAPEGwAwAA8ATBDgAAwBMEOwAAAE8Q7AAAADxBsAMAAPAEwQ4AAMATBDsAAABPEOwAAAA8QbADAADwBMEOAADAEwQ7AAAATxDsAAAAPEGwAwAA8ATBDgAAwBMEOwAAAE8Q7AAAADxBsAMAAPAEwQ4AAMATBDsAAABPEOwAAAA8QbADAADwBMEOAADAEwQ7AAAATxDsAAAAPEGwAwAA8ATBDgAAwBMEOwAAAE8Q7AAAADxBsAMAAPAEwQ4AAMATBDsAAABPEOwAAAA8QbADAADwBMEOAADAEwQ7AAAATxDsAAAAPEGwAwAA8ATBDgAAwBMEOwAAAE8Q7AAAADxBsAMAAPAEwQ4AAMATBDsAAABPJDzYbd261bp27WoVKlSwEiVKWMOGDW358uWZbvPxxx9b06ZNrVixYla7dm177bXXcq28AAAAySqhwW7nzp3WsmVLK1KkiM2aNcvWrFljI0aMsHLlymW4zcaNG61Dhw7WqlUr++KLL+zuu++2m2++2ebMmZOrZQcAAEg2BUKhUChRD/7ggw/a4sWLbeHChVne5oEHHrB///vftmrVqvCy6667znbt2mWzZ88+5vZ79uyxMmXK2O7du6106dIWD3pK9x8+Epf7BgAAyadEkUJWoECBuNx3drJLYUugmTNnWrt27axTp062YMECq1atmvXu3dt69eqV4TZLly61Nm3aRC3TfajmLj0HDx50l8gnJ94U6uoPoAYRAID8Ys2j7axk0YTGqsQ3xW7YsMFGjRplderUcU2pt99+u/Xp08fGjx+f4Tbbtm2zypUrRy3TdQW2/fv3H7X+sGHDXMoNLtWrV4/LvgAAACRaQqNlWlqaNWvWzIYOHequN2nSxDWxjh492rp3754jj9G/f3+75557wtcVAOMd7lQdq+QOAADyhxJFCpnl92CXkpJi9evXj1pWr149e+eddzLcpkqVKrZ9+/aoZbquNmeNqo2lkbO65Ca1sSdDdSwAAMhfEtoUqxGxa9eujVq2bt06q1GjRobbtGjRwj766KOoZXPnznXLAQAA8rOEBrt+/frZsmXLXFPs+vXrbcKECTZmzBi74447oppSu3XrFr5+2223ub55999/v33zzTf24osv2ttvv+3uCwAAID9LaLBr3ry5TZs2zSZOnGgNGjSwIUOG2MiRI61Lly7hdVJTU23z5s3h67Vq1XLTnaiWrlGjRm7eu5dfftmNjAUAAMjPEjqPXSLkxjx2AAAAicguCT+lGAAAAHIGwQ4AAMATBDsAAABPEOwAAAA8QbADAADwBMEOAADAEwQ7AAAATxDsAAAAPEGwAwAA8ATBDgAAwBOFLZ8JzqCm03MAAAAkuyCzZOUssPku2O3du9f9X7169UQXBQAAIFsZRueMzUyBUFbin0fS0tLshx9+sFKlSlmBAgUSXZw880tBQXjLli3HPPkwcgfHJDlxXJIPxyQ5cVyyR1FNoa5q1apWsGDmvejyXY2dnpBTTjkl0cXIk/Tm4w2YXDgmyYnjknw4JsmJ45J1x6qpCzB4AgAAwBMEOwAAAE8Q7HBMxYoVs4EDB7r/kRw4JsmJ45J8OCbJieMSP/lu8AQAAICvqLEDAADwBMEOAADAEwQ7AAAATxDs4PznP/+xjh07uskPNXHz9OnTo25XV8wBAwZYSkqKlShRwtq0aWPffvttwsqbHwwbNsyaN2/uJtOuVKmSXX311bZ27dqodQ4cOGB33HGHVahQwU4++WS75pprbPv27Qkrc34watQoO/vss8Pzb7Vo0cJmzZoVvp1jknhPPPGE+xy7++67w8s4Lrlv0KBB7jhEXs4888zw7RyT+CDYwfntt9+sUaNG9sILL6R7+5NPPmnPPvusjR492v773//aSSedZO3atXNvTMTHggUL3IfesmXLbO7cuXb48GG77LLL3LEK9OvXz959912bPHmyW19nVfnLX/6S0HL7ThOcKzisWLHCli9fbpdeeqldddVVtnr1anc7xySxPv30U3vppZdc+I7EcUmMs846y1JTU8OXRYsWhW/jmMSJRsUCkfSymDZtWvh6WlpaqEqVKqGnnnoqvGzXrl2hYsWKhSZOnJigUuY/O3bscMdmwYIF4WNQpEiR0OTJk8PrfP31126dpUuXJrCk+U+5cuVCL7/8Msckwfbu3RuqU6dOaO7cuaFLLrkk1LdvX7ec45IYAwcODDVq1Cjd2zgm8UONHY5p48aNtm3bNtf8Gnlqk/POO8+WLl2a0LLlJ7t373b/ly9f3v2vGiPV4kUeFzVznHrqqRyXXHLkyBGbNGmSq0VVkyzHJLFUw92hQ4eo5184LomjLjvq4nPaaadZly5dbPPmzW45xyR+8t25YpF9CnVSuXLlqOW6HtyG+EpLS3P9hVq2bGkNGjRwy/TcFy1a1MqWLRu1Lscl/lauXOmCnLoiqG/QtGnTrH79+vbFF19wTBJEAfuzzz5zTbGxeK8khn78v/baa3bGGWe4ZtjBgwfbRRddZKtWreKYxBHBDsgjNRH6MIzsn4LE0ReVQpxqUadMmWLdu3d3fYSQGFu2bLG+ffu6vqjFixdPdHHwf6644orw3+rzqKBXo0YNe/vtt90gPMQHTbE4pipVqrj/Y0cr6XpwG+LnzjvvtPfee8/mz5/vOu4H9NwfOnTIdu3aFbU+xyX+VNNQu3ZtO+ecc9zoZQ08+uc//8kxSRA16+3YscOaNm1qhQsXdhcFbQ340t+qBeK4JJ5q5+rWrWvr16/nvRJHBDscU61atdwb7aOPPgov27Nnjxsdq+YoxIfGsSjUqZlv3rx57jhEUqgoUqRI1HHRdCjqw8Jxyf2m8oMHD3JMEqR169aueVy1qMGlWbNmrk9X8DfHJfF+/fVX++6779y0WbxX4oemWITfcPoVFTlgQh+I6qivzqzq3/XYY49ZnTp1XMB45JFHXIdYza2G+DW/TpgwwWbMmOHmsgv6nWjgipox9P9NN91k99xzjztOmlPtrrvuch+K559/fqKL763+/fu7Jia9L/bu3euO0ccff2xz5szhmCSI3h9B39OApmTS/GjBco5L7rv33nvd/KhqftVUJgMHDrRChQrZ9ddfz3slnuI44hZ5yPz5890w89hL9+7dw1OePPLII6HKlSu7aU5at24dWrt2baKL7bX0jocu48aNC6+zf//+UO/evd10GyVLlgz9+c9/DqWmpia03L7r2bNnqEaNGqGiRYuGKlas6N4LH3zwQfh2jklyiJzuRDguua9z586hlJQU916pVq2au75+/frw7RyT+Cigf+KaHAEAAJAr6GMHAADgCYIdAACAJwh2AAAAniDYAQAAeIJgBwAA4AmCHQAAgCcIdgAAAJ4g2AEAAHiCYAcAOWDTpk1WoEABdyq+7NL5MuvVq2dHjhw57sfXCdVr1qxpy5cvP+77AJD3EewA5Hk9evRwoUoXnVi8cuXK1rZtW3v11VctLS0tLo+Xk+dJvv/+++3vf/+7O4/m8SpatKg7N+cDDzyQY+UCkPcQ7AB44fLLL7fU1FRXczZr1ixr1aqV9e3b16688kr7/fffLVktWrTIvvvuO7vmmmtO+L66dOni7m/16tU5UjYAeQ/BDoAXihUrZlWqVLFq1apZ06ZN7aGHHrIZM2a4kPfaa6+F19u1a5fdfPPNVrFiRStdurRdeuml9uWXX4ZvHzRokDVu3Nheeuklq169upUsWdKuvfZa2717d/j28ePHu/sOagk//vjj8PYbNmxwoVLbNWrUyJYuXZppuSdNmuRqF4sXL35UGVTjeOqpp9rJJ59svXv3dk21Tz75pNvPSpUq2eOPPx51X+XKlbOWLVu6+wSQPxHsAHhLoU3haurUqeFlnTp1sh07drjAt2LFChcCW7dubb/88kt4nfXr19vbb79t7777rs2ePds+//xzF6xEzZ0KekENoS4XXHBBeNuHH37YraO+dnXr1rXrr78+0xrDhQsXWrNmzY5arlo8lVGPP3HiRHvllVesQ4cO9r///c8WLFhgw4cPd823//3vf6O2O/fcc919AsifCie6AAAQT2eeeaZ99dVX7m81U37yyScu2KmGT55++mmbPn26TZkyxW655Ra37MCBA/b666+72j957rnnXKgaMWKEqy0rUaKEHTx40P0dS6FO68rgwYPtrLPOckFR5UjP999/b1WrVj1qufoGqsauVKlSVr9+fVcLuHbtWnv//fetYMGCdsYZZ7hwN3/+fDvvvPPC2+m+dJ8A8ieCHQCvhUIh11wqanL99ddfrUKFClHr7N+/39WQBdT8GYQ6adGihQtaClbphblIZ599dvjvlJQU97+CZEbBTo8d2Qwb0AhXhbqABoRocIVCXeQy3Xckhc59+/ZlWkYA/iLYAfDa119/bbVq1XJ/K9QpbEX2iQuULVs2Rx5Po3IDQaDMbGTuH/7wB9u5c2em9xPcV3rLYu9bTcrqPwggfyLYAfDWvHnzbOXKldavXz93Xf3ptm3bZoULF3Y1YhnZvHmz/fDDD+Em0mXLloWbP4OpRU5kzrlITZo0sTVr1lhOWbVqlbtPAPkTgycAeEF93hTatm7dap999pkNHTrUrrrqKjfdSbdu3dw6bdq0cc2qmoPugw8+cFOjLFmyxA14iJzYV02j3bt3d023GojQp08fN2AiaIZVKFS/PTXN/vTTT3b48OHjLne7du1c37+covJedtllOXZ/APIWgh0AL2j0qJpZFbo0YlWDCp599lk3LUkw8a+aLjX44OKLL7Ybb7zRjVq97rrr3GAD9VcL1K5d2/7yl79Y+/btXUhSv7kXX3wxfHuvXr1c7Z1Gs6rZc/HixSc095zmnVNIPFGaWkXTsvz1r3894fsCkDcVCKlnMQAgPIecRskez6nBjtd9991ne/bscXPnnYjOnTu76V00hx+A/IkaOwBIMDUF16hR44ROf6ZzxTZs2DDcnxBA/kSNHQAkuMYOAHIKwQ4AAMATNMUCAAB4gmAHAADgCYIdAACAJwh2AAAAniDYAQAAeIJgBwAA4AmCHQAAgCcIdgAAAJ4g2AEAAJgf/j8RfQG3oVLjsAAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "cost_function = CostFunction(\n", " config={\"design_phases\": [\"SemiSubmersibleDesign\"]},\n", @@ -813,7 +766,7 @@ }, { "cell_type": "markdown", - "id": "fae1cdc2", + "id": "36dd7278", "metadata": {}, "source": [ "## Mooring System\n", @@ -830,30 +783,10 @@ }, { "cell_type": "code", - "execution_count": 8, - "id": "6203e735", + "execution_count": null, + "id": "3cb4c160", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'catenary': '253750.5 * depth + 36972023.3'}\n", - "{'tlp': '198864.0 * depth + -198864.0 * draft_depth + 27496949.2'}\n", - "{'semitaut': '227446.8 * depth + 32803637.2'}\n" - ] - }, - { - "data": { - "image/png": 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", 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pZpes6WmXuyIisgas74isAwO7LMgsGRlfYFhhHTt2TI0bkEHB8g1W1hyV5Vqk4pNB+1u2bFFJEg2XPpk3b56atp3ZjDMiInNifUdkA8zdF2zpdGMp0t50/ffS7/7RRx+ppWBk3IeMr+jZs6f2xIkTqcZelC5dWi0vQ5a5VBkRsb4jsgUcY0dERERkI5jHjoiIiMhGMLAjIiIishGcPJHBmnGS0VuWruESU0SWR0aQyPJSkijXMKEr5Q7rPCLbqfMY2BkhFVxAQIC5i0FEWbh+/TpKly5t7mJYPdZ5RLZT5zGwM0K3yLRcwMzWwyMi84iOjlaBiOGC8JR7rPOIbKfOY2BnhK4rQio4VnJE+SNFo8XBy/dwJyYeJTxc0SiwCBzsM+8WZLdh/tV5uXl/iMi0slPnMbAjIrNbfyoUk/46g9CoeP2+kl6umNCtOjrXLGnWshHfHyJrwlHHRGT2oGH4oqOpggYRFhWv9svjZD58f4isi0UHdhMnTlTNjoa3qlWrZnh8mzZt0h0vN8OlbojIckj3nrQEGcuSrtsnj8txlP/4/hBZH4vviq1RowY2b96s33Z0zLjIf/75JxITE/XbERERqF27Np555pk8LycR5ZyM2UrbEmRIwgV5XI5rWqFovpaN+P4QWSOLD+wkkPPz88vWsbJQtaGlS5eiUKFCDOyILJQMxDflcWRafH+IrI9Fd8WKCxcuqIR85cuXR//+/XHt2rVs/+7PP/+Mvn37wt3dPdPjEhIS1FRiwxsR5X3CzYt3YrN1rMzCpPyX3evO94fIclh0YNe4cWMsWLAA69evx9y5c3H58mW0bNlSZV/OysGDB3Hq1CkMGTIky2OnTp0KLy8v/Y2JOonylgy8H7rwCGZvvZjpcXb/zb6U1BqU/+S6y/XPKMEC3x8iy2PRgd2TTz6pulGDgoLQqVMn/PPPP4iMjMSyZcuy1VpXq1YtNGrUKMtjx48fj6ioKP1NknQSUd600i09eA0dvtyBzWdvw8nBDt2CHqXLSBs86LYlpQbzpZmHXHe5/oLvD5F1sPgxdoa8vb1RuXJlXLyY+bf8Bw8eqPF1H3/8cbbO6+Liom5ElHeuRcRh/MoT2HMxQm3XDvDG572DUMXPA12D0udJ82OeNIsg13/ugHp8f4ishFUFdrGxsQgJCcELL7yQ6XHLly9X4+YGDBiQb2UjIuMkFcaCvVcwY0MwHialwNXJHm91qIKXWwTqW3okOOhQ3Y8rG1go3ftz4FIE9oaEo3nF4nx/iCyURQd2Y8eORbdu3VC2bFm1SPWECRPg4OCAfv36qccHDhyIUqVKqTFyabthe/TogaJFOf2eyJwu3onBOytO4Oi1SLXdpHwRfNYrCOWKpZ/QJEECU2ZYLonh1hy/haWHrqOUTyG+V0QWyqIDuxs3bqggTvLRFS9eHC1atMD+/fvVfSEzZO3tUw8TDA4Oxu7du7Fx40YzlZqIklI0+H5HCL7echGJKRoUdnHE+C5V0a9hGdizlccqSbL3gCKF1P0Jq0+jWklP1AnwNnexiCgNO62MZqZUJN2JzI6ViRQZLYhNRMaduhmFt1ecwNnQR2mDnqhaAp/0qAl/bzeTPQc/o6aV3espfy5eXXQEG07fVrNh/xrZAsUKc3wyUV7LSZ1n0S12RGSZY+aMjYWLT0rBV1su4Iedl9QxPoWcMPHpGni6tr9q7SHrJ+/jjGdq48KdPbh09wFGLD6KRYMbw9HBohMsEBUo/DQSUbbJgu8tpm1Fvx/3482lx9RP2Z6z9QK6fLULc7eHqKDuqaCS2DSmNbrXKVVggrqcrm0tOTrTHu/qmjrRr7G1r+U2ffp0/THlypVL9/hnn32WZ6/Tw9UJP7xQH+7ODth/6R6mrT+XZ89FRDnHFjsiynZQN3zR0XQLwksKjBkbz6v7JTxcVLdrxxrZWwbQ1uRkbWshXSoyLlgnbRAcGhqaanvdunUYPHgwevfunWq/pHYaOnSoftvDwwN5qWIJD3zxbG28uugoftx1GUGlvdGttn+ePicRZQ8DOyLKkrTCSR6zzAbkujk5YMOoVvBxd0ZBlZO1rXWBXGbHp31s9erVaNu2rVpi0ZAEcjl5XlOlQBnepoJqpZWZz5V9PVROQiIyL3bFElGWZEydYXJaYyRH3bmwrJf7s2U5XdtacnNKOidZxrB79+44ffp0hsfevn0bf//9t2qxS0u6XiW9U926dVU3bXJycr6sjz22YxW0qFhMvffDfj2MqIdJuToPEZkOAzsiypJMlDDlcbYop2tbV6lSBfPmzVOtcIsWLYJGo0GzZs1UmidjfvnlF9Uy16tXr1T733jjDbXSzrZt2zBs2DBMmTIF77zzTr6sjy2TZr7uVxelvN1wJSIOY34/Bo2GiRaIzInpToxgKgWi1NadDMXw345medySoU3yJXGtNXxGZV1raY2bOXOm0Va2tJKSklCtWjWVu3Py5MnpHpeJGB06dMDs2bMzPY8EixLgSWtgRkslSoud3AyvpwR3ub2ekuKm99y9SEjWYHT7ynizfaUcn4OITFPnscWOiDIk3/v+PHoD4/88melxMuRf8ppJ6hPK2drWOk5OTqor1djxu3btUpMshgwZkq2WQ+mKvXLlSobHSMAnfxwMb4+jZikvfNqzlro/a8t5bD13+7HOR0S5x8COiIy6FfkQLy04hDHLjiPyYRICfB4lGE6bvES3LQvCc+3Q9GtblyxZMlvHp6Sk4OTJk0aPl2US69evj9q1a2d5nmPHjqkVeUqUKIH81Kd+abzQpCykD2jU0mO4Ev4gX5+fiB5hYEdEqcgYqUX7r6LjlzuxPfgunB3t8XanKtg6tg2+G1APfl6pc63J9twB9dQsyYJM1rbesWOHainbu3cvevbsmW5t6/Hjx6dKUSJLH166dAlHjx7FgAEDcPXq1XStctIFs3z5cqOtdfv27cOsWbNw/PhxdZ7ffvsNo0ePVufy8fFBfvvwqeqoV8Yb0fHJaoWKuMTMJ3EQkekx3QkR6V0Of4B3/ziBA5fvqe36ZX0wrXcQKpYorLYleOtQ3c/oyhMFXU7Xtr5//77KPRcWFqaCMGmRk4CwevXqqc4rEyOkS1wXIKbtUpXHJTmyjJkLDAxUgd2YMWNgDvIlYO6A+uj69W41Q/rdP07iq751CkySaiJLwMkTVjowm8iUklM0mLfnMr7YeF4NgC/k7IB3OlXBC03LWWTQxs+oZV9PCfyf/3E/kjVa1Yo3uEWgScpJVFBFc/IEEWXXubBoNaNxyj/nVFAneckk0fCLzQMtMqgjyyetuB90rabuT/nnLPZfijB3kYgKDAZ2RAVUYrIGX246j26zd+P4jSh4uDri895B+HVwIwQUKWTu4pGVG9SsHHrWLaVWLRmx+ChCox6au0hEBQLH2BHZMPmjamw83PHrkWoZqODbj5Lndqzui8k9asLXM/XECKLcknF1U3rWUmPtzoZGq3WGfx/WBC6ODuYuGpFNY2BHZKPWnwpV67saLgXm5+mico5tPXcHskBAUXdnTOpeA11rleQAdzI5N2cHfD+gPrrN2Y1j1yPV/0cJ9ogo77ArlshGgzppIUm7vmtYdAI2n30U1Ek32aYxrfFUkD+DOsozZYoW+m9mLLD4wDX8fijz9XOJ6PEwsCOywe5XaRnJbLq7TyEnzHimNoq4O+djyaigalOlBN7qUFnd/3D1aTUUgIjyBgM7IhsjY+rSttSldT8uSR1HlF9ea1MRHar7qkk7wxcdQUTs/9eqJSLTYWBHZGNkooQpjyMyBXt7O3zxbG2UL+aOW1HxGLnkX5U/kYhMi4EdkQ2RfOMhd7K3RqfMkiXKT56uTvj+hfoqAfbekAhM3xBs7iIR2RwGdkQ24k50PIb9egRfb72Q6XEyTaKk16PUJ0T5rZKvhxrfKb7feQl/nwg1d5GIbAoDOyIbaKVbdvg62s/cgY1nbsPR3g5da/mpx9LOddVtT+hWnatKkNl0qVUSw1qXV/ffXnEc5//Lp0hEj4+BHZEVu34vDgPnHVTJhqPjkxFU2gtr32iBb/rXx3cD6sHPK3V3q2zPHVAPnWuWNFuZicTbHaugWYWiiEtMUS3N0fFJ5i4SkU1ggmIiK6TRaLFw3xV8viFY/WF0cbTHWx0r4+XmgXB0ePR9TYK3DtX9jK48QWRu8v90dr+6akm7y+EPMOb34/jhhfpqkgUR5R4DOyIrE3I3FuNWnMDhq/fVtgRr03oHIbCYe7pjJYhrWqGoGUpJlLWihV3w3Qv10ee7fdh89ja+2XYRI9tVMnexiKwaAzsiK5GUosEPOy/hqy0XVC4wd2cHvNulGvo3KsNWDrJaQaW98Un3mnjnjxOYuek8YhOSVUJjti4T5Q4DOyIrcPpWlBpHd/pWtNpuXbk4pvSqhVLebuYuGtFj83RzVClQZFiBzJSVm8zclkk+HA9KlDMM7IgsaCmwtOPhpJVuztaL+G5HCJI1WngXcsJHT1VX67xyfVeypXWN0y6BJ6unyH5O9iHKGQZ2RBbyx03WdzVcCqyouzOcHOwQFv1o6aUutfww6emaKO7hYsaSEuXfusayXx6XSUDsliXKHgZ2RBbaYhHxIFH99HR1xOd9gthqQQVyXWN5XI7jJCCi7GEeOyILbrEQbk4OqsWCyNZkd73iW5FxeV4WIlvBwI7IwlssbsckqOPIsk2cOFGNezS8Va1aNcPjFyxYkO54V9fUCaVffPHFdMd07tw51TH37t1D//794enpCW9vbwwePBixsbGwBtldr/iPozdV7kYiyhq7YomsoMUiu8eRedWoUQObN2/Wbzs6Zl7FSjAWHBys3zY2IUYCufnz5+u3XVxSj7GUoC40NBSbNm1CUlISXnrpJbzyyitYvHgxLJ1MEJLZr2FR8Zm2Wu8NicDkv8+oiUOcNESUOQZ2RGYSEZuApQevm7Rlg8xLAjk/v+x3m0uQktXxEshldMzZs2exfv16HDp0CA0aNFD7Zs+ejS5dumDGjBnw9/eHJZMJEZLSRMaYSrhmGNzpwrcXm5fD/D1X1E0mDr3WpqKZSktUQAO7yMhIrFy5Ert27cLVq1cRFxeH4sWLo27duujUqROaNWtm6qcksiparRZrjt/CxDWncT8u8/Ux7f5b31VaNsjy66oLFy6oYEq6VJs2bYqpU6eiTJkyGR4vXaZly5aFRqNBvXr1MGXKFNXqZ2j79u0oUaIEfHx88MQTT+CTTz5B0aKPJhLs27dPdb/qgjrRvn172Nvb48CBA+jZsycsnUwKkpQmaWeF+xnksSvtUwiT157B5+uDUczdBc82DDBrmYkKxBi7W7duYciQIShZsqSqeB4+fIg6deqgXbt2KF26NLZt24YOHTqgevXq+P333031tERWJTTqIYb8chhvLj2mgrqqfh4Y/2RVFcCl7WDSbcsfN6Z6MJ28qqsaN26sxs1JC9rcuXNx+fJltGzZEjExMUaPr1KlCubNm4fVq1dj0aJFKriTYPLGjRupumEXLlyILVu2YNq0adixYweefPJJpKSkqMfDwsJU0Je21bBIkSLqsYwkJCQgOjo61c2cJHjbPe4JLBnaBF/1raN+yrZuJvjgFoF4tXUFdf/dP09g05nbZi0vUYFosZNvuYMGDcKRI0dUhWiMVKCrVq3CrFmzcP36dYwdO9ZUT09k8a10Sw5ex9R/ziImIRnODvYY+URFDGtdAc6O9ihbtFCmLRZkOnlVV0nApRMUFKQCPWmNW7ZsmZrQkJa06MlNR4K6atWq4fvvv8fkyZPVvr59++ofr1WrljpvhQoVVCueBKK5JS2JkyZNgiXJal3jcZ2rqOELy4/cwIjFR/Hr4MZsySbKy8DuzJkz+u6BjLi5uaFfv37qFhERYaqnJrJoVyMe4N0/TmLfpUf/5+sEeGN6nyBU8vXQHyPBm6Q0SbvyBFvqTC+/6irpIq1cuTIuXryYreOdnJxU0JnZ8eXLl0exYsXUMRLYydi7O3fupDomOTlZzZTNbOze+PHjMWbMGP22tNgFBFh296aMR5zaqxbuxyVi89k7GPLLISx7tSmq+nmau2hEttkVm1VF+bjHE1ljjrqfdl1Cp1k7VVDn6mSPD7pWwx/Dm6UK6tK2WHSvU0r9ZFCXN/KrrpLxcyEhIarLNzuke/XkyZOZHi/dtBJo6o6RFj8ZKyitjzpbt25V3brSYpjZhAyZkWt4swaODvaY3a8eGpT1QXR8MgbNO4gb95njjijf89jJzC2Zrn/s2LH8eDoiszt/Owa95+7FJ3+fRXySBs0qFMXGUa0xpGV5BmwW7HHqKumulTFwV65cwd69e9XEBQcHB9XqJwYOHKhaynQ+/vhjbNy4EZcuXcLRo0cxYMAANYlDxv/pAsO3334b+/fvV+eUcXbdu3dHxYoV1eQOIV23Mg5v6NChOHjwIPbs2YMRI0aoLlxLnxGbW27ODvh5UENU8fXA7egEDPz5oOqiJaI8mhUrlZV0Y0iFJGQgslQ8Hh4eiIqKUoOLJe8SkbW3xhnrNk1M1uC7HSGYvfUCklK08HBxxHtdq6FvwwDm37Iwpq6rpDVN13Urs2tbtGihgjK5L65du6Zmq+rcv39fBWQyyUFmvNavX18FhLpxfxIUnjhxAr/88otqlZNArWPHjmr8nWEuu99++00Fc9I1K+fv3bs3vv76a9gyr0JO+OXlRurL06XwB3h5wSEsHtoE7i7M4EVkp5VR3SYkg3tlYG7Xrl31U+9l3Mj06dPVoGCpcE6fPg1LJuNNvLy8VOVuLV0UlL9ru6ad6CBJVl9sVhYr/72Fc2GPZkG2q1oCn/SsiZJebmYsrW0yxWfUFuqqgl7nXbwTi2e+26tmmLesVEy15MlkJKKC/Bk12dcbmZIvMaJ0GUg3hnxrlW3pGpAp//K4jPuQbge5r+uaILK2oE6Sqab9NiRB3tR1j1YQKOLurGazPl3bn610Foh1le2oWKIw5r/UCM//uB+7LoRj7PLjmPVcHdhzuAMVYCYL7GRav3B2doavr6/alkpTIsu2bduqilNyJ8kfunLlyqltImvrfpWWusz+58oEifVvtkQJT64UYalYV9kWmWX+3YD6qjtWEn8XLezMpceoQDNZYNe6dWv1U7Knr127FuPGjVOJOmVpm1atWqnHZMaXTKnXbRNZExlTZ9j9aoxMlAi5+4CBnQVjXWV7WlUuji+era0Sf8vSY8UKu+D1tlx6jAomkw9GkPEp8u23efPmaoaXDFDWkcHIMjiZyBrJRAlTHkfmxbrKtkiaIGmpE9M3BOP3Q9fMXSQiszD5FKLatWursSsybiVt/idJB2BNA3OJDBVyyt7HRWbJkuVjXWV7Xm4RiLuxCZi7PQTj/zyJIu4u6FDd19zFIspXeTZ9yFhST0mq6e7unu1zTJw4UY2TMLxVrVo109+RtACvv/66ei5JCSCZ3//5559cvQYinXUnQzF+5YlMj7H7b3YslzmyLqaoq8hyvNOpCp5tUBoaLdTSYzKEgqggMVlgt3Tp0mwfK2svygy07KhRowZCQ0P1t927d2d4bGJiolq8W76Fr1ixAsHBwfjxxx9RqlSpbJeNKG236vBFRzD8t6MIj01U67eKtMOyddsyG5YJiC1bXtVVZBmkAWBKz1poX80XCckaDP7lEM6FRZu7WETWF9jNnTtXZUH//PPPVfb2tCT3irScPf/882rQcnbXX3R0dFRrHupusk5iRubNm6fWSJTFu2XcjMxok4HS0uVClBMyE/KPIzfQYeZOrDsVBkd7O4x8oiJ2vN0G3w2opw/wdGR77oB6as1Xsmx5VVeRZS09Nuf5umhYzgcx8clqdYrr97j0GBUMJk1QvGbNGsyePVutVSjdGJJKwNXVVWVYl+zqEpS9+OKLGD16tHosO12xMsBZkvLJeWRdREkoWqZMGaPHy6y2IkWKoFChQli9erXK+C6Vs8x6kyzuGZHUBnJLuyC2tSXrJNO4GfkQ7/15EjvO31XbNfw98XmfINTw98py5QmyjoS6pq6rrJ21JijOSlRcEp79fh+Cb8egfDF3LH+1KYoW/v+qHUS2+Bk1+coTIjw8XHWZykyzhw8fqkpSMrrLzXBJnaysW7dOrZdYpUoV1Q07adIk3Lx5E6dOnVLL/qQl4++kG1aWAXrttddw8eJF9fONN97AhAkTMg0g5dxp2VolR5nTaLT47cBVfLbuHB4kpqgM9qPaV8LQluXh5MBs9rYYiJiqrrJ2thrYibCoeLX0mHxhq13ai0uPkVUye2CXV2RihCQTnTlzJgYPHpzucZkoER8fj8uXL+tb6ORYafWTwDAjbLGjy+EPMO6PE/qB1g3K+uCz3kEqsz1ZHlsORMzB1q9nyF1Zemwf7j1IRP2yPpj3YkN4uTmZu1hElr2kWH7w9vZWwZu0xBkjM9mcnJxSdbvKWBrpWpGJFZJp3hiZPWu4qDYVHMkpGvy8+zJmbjqvBloXcnZQs+oGNi3HZYmIbESF4oXx86AGGPDTARy5eh9Pz96NZcOawjfNWFkiW2BVfQ3SLRsSEqICOGNkwoQEfbLOo8758+fV8RkFdWT7ZDzcvpAIrD52U/2UbXE2NBq95u7F1HXnVFAni4hvGNUKLzYPZFBHZGNrPL/221E1xEJcvReHZtO2YtH+K+YuGpHJWXSLnSQJ7datm+p+vXXrlhonJ61x/fr10y/MLalMZEKFGD58OObMmYM333wTI0eOxIULFzBlyhQ1xo4KboUu67saLgXm5+miumM2nL6NZI0Wnq6O+OCp6nimfmmuL0lkg3XA8EVH063xLF/wPlh1GonJGrzcoryZSkdUwAK7GzduqCBO0g3IDNcWLVpg//796r64du1aqgHOMi5uw4YNaiZbUFCQCvokyJNZsVTwZFShh0Un4O+TYep+x+q++KRHTa7tSmSDJHiTL3aZDSSf/PdZ1C3jo25EtiBPumJlzcW4uPQ5g2TWmeF6jNlJJCotdTKxQYI82a5QoYL+8e3bt6s1HQ1JShQJ/mQShXTbvvfee5mmOqGCW6F7F3LCt/3rMagrwExVV5FlkslQhq31xsj0wX4/7lfDNIhsQZ4EdpI6RMbDpSUVqLG0IkTmqNAj45Jw6Mr9fCsTWR7WVbZN8kxmR3ySBoPmH8SmM7fzvExEVhnYSQYVY2OVjh8/rhIIE1lKhZ7d48g2sa6ybZI8PDskvZGMtXt10RH8efRGnpeLyGrG2Pn4+KhKUm6SlsSwwkxJSVHfjF999VVTPiWRUTfuPzRpxU+2hXVVwSArwpT0clVJio0Ny7D7bznA34Y0xnsrT+GPozcwZtlxRD9MUrPjiVDQA7tZs2apb8Avv/yy6saQZHo6km5E1m6VMXBEeUUSkH7812msOnYr0+N0FbpU/FTwsK4qGGSZvwndqqtJVPKZNwzudKG8PO7i5IDpfYLg6eaI+XuuYOJfZxAdn6zWh+ZMeSrQgd2gQYPUz8DAQJVTztHRoifdkg2RP9JrT4Ri4prTiHiQCElD165qCWw6eyfTCp3ruxZMeVFXGVuaUJZDPHfunNHjZeLXSy+9lGqfJEqXiV8iKSkJH3zwAf755x9cunRJBZ/t27fHZ599Bn9/f/3vSBAqS6IZkhRQ77777mO/JlvQuWZJzB1QL33aIy9XVQfI40JyV370VHV4uznjy83nVdJyGYf7QddqzGtJViVPIi9Zx/Xs2bOoVauW2l69ejXmz5+P6tWrq8qPyYLJlG5Hx+ODVaf0A5+r+HpgWp8g1AnwNp7HLk2FTgWXqeuqGjVqYPPmzfrtrAJGWRooODhYv23YOiQTOI4ePYoPP/wQtWvXxv3791X6pqeffhqHDx9OdR6ZwTt06NBUr4v+Tz7rHar7qUlVMq5WhmBIa33aL3Zy/d9sX0m13Em9MW/PZUTHJ+GzXrXgyPWiqSAHdsOGDVPfFqWylG+azz33HHr16oXly5erykq6QYhM0Uq37PB1fPL3WcTEJ8PJwQ6vtamI19tWhLOjfY4qdCqYTF1XSSDn5+eX7eMlkMjoeGmh27RpU6p9koC9UaNGKodnmTJlUgVyOXnegkg+800rFM3WsS81D4SnqxPe+eMEVhy5ocbcfd2vLlydmDqLLF+efAWRZbzq1Kmj7ksF2bp1ayxevFh1Pfzxxx958ZRUwFy/F4cXfj6IcX+cVEFd7dJe+GtkC4zuUFkf1KWt0LvXKaV+MqijvKqrZLUb6SYtX748+vfvrwKwzMgkDVlZR5Krd+/eHadPn870eFkAXIJBWTfbkHTPFi1aFHXr1sX06dORnJyc47JTar3rl8bc/vVUfbLxzG0M/uUQYhN4XakApzvRrdcq3RJdunRR96XyCg8Pz4unpAKUeHj+nsvo+OVO7L4YDhdHe7zXpSr+GN4MVf08zV08sjKmrKsaN26sAsL169dj7ty5uHz5Mlq2bImYmBijx8v4u3nz5qnu30WLFqlyNGvWTCVjN0bG3skqOrIaj3Th6siSiZK8fdu2baoFUpZRfOeddzItqyR9j46OTnWj9DrW8MOClxrC3dkBey5GoP9PB3D/QaK5i0WUKTut1Gwm9sQTT6iKUQb6Dh48GGfOnEHFihWxY8cONWj5yhXLXnhZKjnpBpFvx4YVKJnXxTsxqoXuyNVHSYWlS3Va7yAEFnM3d9HISj+jeVlXRUZGqta4mTNnqnNnRSZLVKtWTQVukydPTvdY7969VdAnK+5k9polWJQAT1oDZTJGdid6CNZ5xh2/HokX5x/E/bgkVPYtjF8HN4YvV6whC63z8qTFTsalyKDfESNG4P3331cVpVixYoX6RkqUUWucLOuz+thN9VO2RVKKBt9su4guX+1WQV1hF0e1vuvSoU0Y1JHF1lXSXSo58i5evJit452cnFRXatrjJah79tln1cxXGXOXVaUuLYfSFZtZUDp+/Hj1B0J3u379ejZfVcFUO8Aby4Y1ha+nC87fjkWf7/biasQDcxeLKP8mTwQFBeHkyZPp9svYD67bSsYYm70qiUVfal4Oq/69hTOhj7qK2lQpjik9a8Hf282MpSVbkZd1lbSYyXrVL7zwQraOl8TIUhZdd7BhUCdj96SrVcbRZeXYsWOwt7dHiRIlMjxGWvIyas0j4yr5emDFq80w4OcDuBoRhz7f7cOvgxtxCAhZnDxNNHfkyBGVSkBI+oB69erl5dORFQd1kkA07ZgACfKm/PMoB5h3ISeVoqRHnVJMGEoWWVeNHTsW3bp1U92vt27dwoQJE1RwKF2rYuDAgShVqpTKMadLUdKkSRPVSijdthJMSqvckCFD9EFdnz59VIvi2rVrVeAXFhamHpPlziQVy759+3DgwAG0bdtWzYyV7dGjR2PAgAFqdQ0yrYAihbD81aYY+PNBnAuLwXPf78f8lxqiXhlea7LxwO7OnTsqbYCMU9HN3pKKSyofGeRbvHjxvHhaskLS3SotdZkN9HR1sseGUa04poUsuq6S8W8SxEVERKjfa9GiBfbv368/h8yQlZY0HclLJ7nnJFiTIKx+/frYu3evCizFzZs3sWbNGnVfN3NXR1rv2rRpo1rdpJwyZk4mREjCZQnsxowZY5LrQ+lJyqTfX2mKlxYcxNFrkej/4wH8MLA+Wlbi3zWy4ckTUlFKTqiFCxeqwcBCBiXLYGT5drpkyRJYMk6eyD8ylq7fj/uzPG7J0CbZzkFFts9Un1Frr6tMhXVezsUlJmPYr0ew60I4nB3s8XW/Okx6TrY7eUKm+3/77bf6ilLIt9BvvvkG69aty4unJCslSYNNeRxRTrCuotwq5OyInwY1QNdaJZGYosFrvx3F74cyz1tIlB/yJLCTfEwywyst2afLGUUk3J0ds939QWRqrKvocbg4OqgVKZ5tUBoyiV/SMUkr3sPEFHMXjQqwPAnsJDeUrGkoA4h1ZLyIjP1o165dXjwlWaGNp8Pw3sr0MxIN2f03O1Zy1hGZGusqelybzoRh5/m7+u0Np8MQNGkDFh+4atZyUcGVJ4GdrGco/cHlypVDhQoV1E0G9cq+2bNn58VTkhUJj03AiMVH8cqvR3AnJkHlhhJp57rqtmU2LJcBo7zAuopMMaM/LDoh1f6kFC3eW3kKMzY8mtVPZPWzYiWTu0zRlyV6zp179B9bxrBIdncquGSezupjtzDpr9Mqg7sEa8Nalccb7Sphe/CddHns/LxcVVDHAcmUV1hXUV7O6J+zLQRa2GFMh8r8ckrWPSvW2nGGmOmFRj3E+ytPYeu5O2q7eklPfN4nCDVLeaWqKA9evqcmSsiYOul+ZWVIxvAzalq8nnk3o180q1BUjcUrVphJocnKZsVu3bpVzSgztqC0FKZGjRrYtWuXKZ+SLJxGo8XiA9fQceZOFdRJWoC3O1XB6hHNUwV1QoI4SWnSvU4p9ZNBHeUV1lX0uLI7U9/Z0R57QyLQ9etdOHTlXp6Xi8je1OsuSsJNY9GkRJqyMLUsiE0Fg6yl+PxP+9UEiZiEZNQr441/3myB19tWhJNDngzvJMoW1lX0uLI7U39Kj1qoWKIwbkcnoO8P+/HDzhA1LIUor5j0r+vx48fRuXPnDB/v2LGjWrqHbJt0qf606xI6zdqJ/Zfuwc3JAR89VR3LX22GiiU8zF08ItZV9NhkqIjM2LfLYkZ/z3qlsPr15uhRx1/VjbJMoqREiXqYlM8lpoLCpIHd7du3jeaE0nF0dMTdu/+fFk7WSyooGWOy+thN9VO2xfnbMeg1dy8++fss4pM0aF6xKDaOboWXWwSya5UsBusqelxSn8nkruzM6Hd3ccSXz9XBJz1qquEoG8/cRrfZu3HqZlS+l5tsn0lnxcoC16dOnVJL8Rhz4sQJlCzJGY62MMU/3QxWTxc0LFcE60+Hqan+Hq6O+KBrNTzbIAB2dgzoyLKwriJTkBn7cwfUy9aMfqkHBzQpi9qlvTH8tyO4di9OfQme2K0G+jViPUkWOit25MiR2L59Ow4dOgRX19TjDx4+fIhGjRqpxbW//vprWDLOEMs6b1Nm/2naV/PFpz1rwteTq0WQZX5GbaWuMhXWeY8npzP6o+KS8NbyY9h89lGWgF51S+GTnjXVMmVEj/sZNWlgJ90b9erVg4ODA0aMGIEqVaqo/ZIfStZeTElJUTmjfH19YclYyWVcebWYtjXVN9O0vN2ccPiD9nDk5Aiy4M+ordRVpsI6zzwZA37YdQnTNwSrurWyb2F827++mmhB9DifUZN+PZBKcO/evRg+fDjGjx+vn/kjTcydOnVSFWZBqShtkXwjzSyoE5EPk3Doyn2VroTIUrGuInOzt7fDq60roG6AN0Ys+Rfnb8ei+5zdmNo7CE/X9jd38ciKmbzdt2zZsvjnn39w//59XLx4UVWYlSpVgo+Pj6mfiiw0b1N2jyMyJ9ZVZAkaly+Kv99ogTeXHMO+SxF4Y8m/OHLlHt7rWg0ujg7mLh5ZoTzr0JfKsWHDhnl1ejKDW5HxJs3vRGQJWFeRuUmd+evgRvhy83l8sy0Ev+y7imPXI/FN/3oo7VOIq/JQjnCkJmUpMi4RH689gz+P3sz0OLv/ZoNJpUNERNkn45Lf7lQV9cv6YPTvx3H8RhS6fr0bA5qUUXWv4TAYyY/HdbQpIxzhTpn652Qo2s/coSoW+YLYvlqJbOVtIiKinHuiqq/qmq1d2kslMZYWvLRjm8Oi4lV2AslSQJQWAzsy6k50PF799Qhe++0owmMTUalEYfwxvBl+GtQQ3w2op1rmDMm25HPiN0gioscj3a9LXmmCQs7Gx9jpUllI/jxdcngiHXbFUioygHzFkRuYvPYMouOT4Whvh9faVMDrT1TUD+SV4K1DdT+O+SAiyiPHr0chLjElw8clnJOWPKmHmYWADLHFjvRu3I/DoPmH8PaKEyqoq1XKC2tGtMCYjlXSzc6SIE4qk+51SqmfDOqooJs4caJKl2J4q1q1aobHL1iwIN3xaZMlyxetjz76SK2C4ebmhvbt2+PChQupjrl37x769++vclt5e3tj8ODBiI2NzbPXSfmDWQgot9hiRypR5q/7r2La+nPqG6Kzoz3GdKiMIS0CmWiYKAdq1KiBzZs3p1pzNjMSjAUHB+u30y4r9fnnn6vVL3755RcEBgbiww8/VHn2zpw5ow8CJagLDQ3Fpk2bkJSUhJdeegmvvPIKFi9ebPLXR/knu9kFHO1ZR1NqDOwKuJC7sXj3jxMqqbBoWM4H03oHoXxxZj8nyikJ5Pz8/LJ9vARyGR0vrXWzZs3CBx98gO7du6t9CxcuVImTV61ahb59++Ls2bNYv369WhqtQYMG6pjZs2ejS5cumDFjBvz9mejWWsnwFpn9KhMlMhtF986K46q35aXmgepLORH/FxQAMrh2X0gEVh+7qX7KdnKKBnO3h+DJr3apoM7d2QEfd6+B319pyqCOKJekm1SCqfLly6uWtGvXrmV6vHSZSqLkgIAAFbydPn1a/9jly5cRFhamul91ZEmhxo0bY9++fWpbfkr3qy6oE3K8vb09Dhw4kCevkfKHDG+RLAOZZSEoX8wdDxJTMHXdOTz51U7svhCe7+Uky8MWOxsn0+Fl5pThdPlihZ3VbKtr9x6q7VaVi2NKz5pqJhYR5Y4EXDJuTtadla7RSZMmoWXLljh16hQ8PDzSHS/HzZs3D0FBQWr9R2lha9asmQruSpcurYI6kXZpM9nWPSY/S5R4lILIsNWwSJEi+mOMSUhIUDfDdSjJ8shENck2kLYOlywEEvR1rO6HP47ewGfrziHk7gMM+PkAutTywwddq8Pf282sZSfzYWBn40Gd5DpK24wv6UuEBHcfd6+J3vVKpRvbQ0Q58+STT+rvS7AmgZ60xi1btkxNaEiradOm6qYjQV21atXw/fffY/LkyXla1qlTp6rAkyxfVlkInmkQgI41/PDlpvNYuO8K/jkZhm3n7mLEExUxpGUglyUrgNgVa6Oku1W+5WU2NqOwiyN61mVQR5QXpIu0cuXKah3a7HByckLdunX1x+vG3t2+fTvVcbKte0x+3rlzJ9XjycnJaqZsZmP9xo8fr1oJdbfr16/n+PVR/skqC4GXmxMmPl0Df7/RUo2TfpiUgukbgtF51i5sD079/yM7Q3XIujGws1Hy7S5ttvK07sQkqOOIyPRk/FxISIhKVZIdKSkpOHnypP54mQUrwdmWLVtSdZnK2DldS5/8jIyMxJEjR/THbN26FRqNRrUYZsTFxUXNyDW8kfWrVtITy4Y1xZfP1UZxDxdcDn+AF+cfwisLD+P6vTijvTotpm1Fvx/3482lx9RP2eaKFtaNgZ2NYg4kovw1duxY7NixA1euXMHevXvRs2dPODg4oF+/furxgQMHqpYynY8//hgbN27EpUuXcPToUQwYMABXr17FkCFD1OPSkj5q1Ch88sknWLNmjQr65BwyOaNHjx7qGOm67dy5M4YOHYqDBw9iz549GDFihJoxyxmxBZP8v+lZtzS2vtVapayS1r2NZ26rpSG/2nwB8UkpqYbqcLky28MxdjYoOj4Jq/69ZdJcSUSUuRs3bqggLiIiAsWLF0eLFi2wf/9+dV/IDFmZrapz//59FZDJJAcfHx/Ur19fBYTVqz+aCSneeecdPHjwQOWlk5Y5OaekNzFMZPzbb7+pYK5du3bq/L1791a576hg83B1wgdPVcezDQMwYfVp7LsUgS83n1eTLT7oWi3DoTqyTzp65XEZ28fk89bHTivJkigV6e6QtAIy9sTauig2n7mN91edxO3o/894M8buv5lVu8c9wQ8uWR1r/oxaIl5P2yZ/5teeCMWnf59FWHT2e2mWDG3C5cqs8DPKrlgbERGbgDeW/IshCw+roK5c0UJ4q0MlFcBllANJpsszqCMisv3u2W61/bHlrdYY1rp8tut9DtWxTuyKtYFvYmuO31LN5vceJEI+r0NblsfoDpXh6uSASr4eGeZAkmn0RERUMLi7OGL8k9VQqYQHxi4/nuXxHKpjnRwtfVHttLmWJKnnuXPnjB4vyUFlncS0s7/i423zW4cMcv1g1UlsPvtoOntVPw+1HFjtAO9s50AiIqKCRdJczdhwDmGZDNmR5czkbwVZH4sO7PJiUW1baaX7/dB1fPrPWcTEJ8PJwQ4j2lbC8DYVjK4VqMuBREREJH8TJO+dsQT2OtJQcDXiAZeYtEKOBWlRbVtwLSIO41eewJ6LEWpbWuc+7x2EKn7plywiIiLKyXJlEvRJkuJtwXexLXgHWlcujhebl0PrSsVhn4ueHjkXe4zyl6O1LKot0/slGacshVOmTJksF9WWBJ316tXDlClTVKtfZqxh3UT5cCzYewUzNgSrrOKuTvZ4q0MVvPxfniIiIqKcMDZUR1aukNQov+y9gi3n7mDH+bvqFljMHQOblkWf+qVVKpXcrlUuXbwc412A052sW7dOBWqGi2rfvHkzw0W19+3bpwJBw0W1d+7cqV9UOydj+YQ5pv4b+3ZzOTwW76w4gaPXItUxTcoXwWe9glCumHu+lo3IUjA9h2nxepIx0hW7cN9VLDt0HTEJyWqfu7ODWp9WgrzMumkzWqtc1wwhrYUM7vLmM2rRgV1akqBTWuNmzpxpdFHttJKSklRmdkkamtmi2sZa7AICAvK9kjP27UbWc5VM4ckarbo/vktV9GtYJldN4kS2goGIafF6UmYeJCTjz6M3VK9RyN0H+v1tqhTHoGbpu2mlgUKWJstoWUvmUc3bz6jFd8WaclHtjMjMWbmZU0bfbmL/+5ZU098TPwxsAH9vN7OUj4iICm6alBealsOAJmWx+2I4Fuy5gq3Bd7A9+K66STftoKZl0fu/btqs1iqXv3PyuBzHiX2mZ1+QFtW2VPLtJqPlXXTCYxPg68mcQkREZB4yObFlpeL4+cWG2D62DQa3CISHiyMuhz/AxL/OoOnUrZi45jRO3Xw0bCgrTICcNxwtfVHtbt26qe7XW7duYcKECekW1S5VqpSaUKFbVLtJkyaoWLGi6radPn16qkW1LVVW326E5BvitxsiIrIEZYu648OnqmNMh8qpumnlZ3Y9bgJkzri1wsAuLxbVtkTX7/1/zEJm+O2GiIisoZs2s9H7ujF2j5MAmTNubWTyhC0OJN55/i7GLDuG8NjELI/lgsxEj3Cwv2nxepKpZ9N+/NcZlS4lI7Oeq40edTPOVpGZgjjjNjoHn1GrGmNnS6LiktRafQPnHVRBnUMmK2TII1zehYiIrKWbVsbhSfDm6Wq8Y/DtFSfwzHd78eWm86o7NTFZ89hj0nX7Jv11Rh1XUFl0V6ytWn8qDB+uPoW7MQmQeG5Q03KoE+CF0b8/WpTZ8L+jLtyT5mWOHSAiImshLXLdapdSgdvFOzG4HZ2A29Hx2BsSgZuRD3Hoyn11+2rLBbg5OaBhYBE0r1AUzSsWQ/WSnkbTenHGbdYY2OUjCeRkxtDfJ0PVdvni7mo5sAblHrXEuTo5pBszIOMQOGaAiIiskW6tcsMgS0aAXb/3EHtCwrHnYjj2hUQg4kGiGpokN+FdyAlNyxdFs4rFVLAnKVVkVm52x5rfMcGYdGudnMHALh/If+KV/97Ex2vPIDIuSf3HeLV1eYx8opIK5jJb3sVa/iMRERFlhwRoZYoWQpmiZdCvURloNFoE345RLXl7L4bjwOV76m/lulNh6ob/hiNJcOibzZm0JR5zxq01T87g5Ik8Hkh8K/Ih3lt5UiVxFNK8/HmfINQs5WWi0hIVPBzsb1q8nmRJklI0OHEjSgV50qp39GokElOyNwbPzgSrWlji5AybXXnCmsg3kMUHr+GzdefU6hHODvZ4s30lvNKqPJwcOGeFiIjIGPkbWb+sj7qNbFdJLat5+Mp9FeRJsHfiZlSG6VS0AIp7uOCDVafUT3Ur/OhnCQ8XFCvsAjfn//eU5XRyhgR38rj0rmUVOEq72YPEFNx/kKhaIO/HJaqb7r7uZ5/6pVXiZ1NhYJcH/e+ShfvdP06o5mQh/zmn9Q5CxRIZL5hMRERE6cmQpRaViqmbiHqYhLnbL2LhvquIS0xJd/yJG1HqlhFZd90w4DMMAO/GJmRrcsa32y+q1aAiVbCW9Ojng9QBm/zMTkujlKdZhWImG3bFrthcNnka63/383RRAz3/PhGKhGSNmuXzTucqGNi0HMfJEZkQuw5Ni9eTrLlx5cb9OLg42qOUTyFExCao4EwmK+pvsQlqWc470Qnqb3N+kx47mQziU8gZPu5OqgzBYTGpgtKsxu+xKzaPZdT/Lst+/Xn0prrfomIxTO1VCwFFCpmljESUvyZOnIhJkyal2lelShWcO3cuy99dunSpWmWne/fuWLVqVapB5sZ8/vnnePvtt9X9cuXKqaUTDckyi++++24uXwmRdc24BbKX1kSr1aqhUYYBn+6+BH7y80pEnOp1y0qF4u4o7VMIPoWc4C0B239B26P7j4I4XTBXyNlB/1nOMH6Iilf7TTF+j4FdDmXW/67j5eaIBS81hCPH0hEVKDVq1MDmzZv1246OWVexV65cUetit2zZMt1joaGPUiPprFu3DoMHD0bv3r1T7Zd1smU5RR0PD49cvgIi22VnZwcPVyd1K1+8cIZ/41tM25phd6xucsbG0a1z3BNnyvF7mWHkkUNZJUcUUQ+TVdJFIipYJJDz8/PT34oVezQmKCMpKSno37+/aukrX758uscNzyW31atXo23btumOlUDO8Dh3d3eTvzaigsDB3k51iUpYlTa0etwFA3KSXPlxMLDLofxMjkhE1uXChQvw9/dXgZcEbNeuXcv0eGlpK1GihGqFy8rt27fx999/Gz32s88+Q9GiRVG3bl1Mnz4dycnJmZ4rISFBjdkxvBHRI9IVKl2i0jJnSLYfp6s0v+IHdsXmUIl8So5IRNalcePGWLBggRpXJ12o0gon3aunTp0y2jW6e/du/Pzzzzh27Fi2zv/LL7+o8/Tq1SvV/jfeeAP16tVDkSJFsHfvXowfP149/8yZMzM8l4zBSzsekIiQpwsG5Ff8wMAuh+SNldkrMtBRm0n/uxxHRAXHk08+qb8fFBSkAr2yZcti2bJl6VrZYmJi8MILL+DHH3/MsrtWZ968eaoV0NU1daU/ZsyYVM/r7OyMYcOGqeDNxcXF6Lkk+DP8PWmxCwgIyPZrJSpYkzOsK35gV2wu+9+RB/3vRGQ7vL29UblyZVy8eDHdYyEhIWrSRLdu3dS4PLktXLgQa9asUfflcUO7du1CcHAwhgwZkuXzSkApXbFy/oxIwCcpEwxvRGQb8QMDOwvqfyci2xEbG6sCtJIl09cHVatWxcmTJ1U3rO729NNPq4kRcj9t65l02davXx+1a9fO8nnl9+3t7dXYPSIqePEDu2ItqP+diKyXpCyRFjjpfr116xYmTJgABwcHlZ9ODBw4EKVKlVJdpNKdWrNmzXQtfCLtfukmXb58Ob744ot0z7lv3z4cOHBABYQy/k62R48ejQEDBsDHxydPXy8RWWb8wMDOCN1iHNmZKVajuJO6iQexMXleNiL6/2fTkhbOuXHjhgriIiIiULx4cbRo0QL79+9X94XMkJWWtJyS5MXyOnUBYtouVXlckiPLTNfAwEAV2BmOnzN1nUdEppGT+CEndR6XFMugguZAYiLLd/36dZQuXdrcxbB6rPOIbKfOY2BnhEajUV0p0rWR0ZI+9P+ZdPIfjYOvTYPXNHuk2pKZpZIzLjetYJS7Os/a/39ac/lZ9oJddm0O6jx2xRohF42tANnHWXWmx2uaNVkQm8xT51n7/09rLj/LXnDL7pXNOo9fdYmIiIhsBAM7IiIiIhvBwI5yTWbkSUqHjLLbU87xmpIls/b/n9ZcfpbdPFyssOycPEFERERkI9hiR0RERGQjGNgRERER2QgGdkREREQ2goEdERERkY1gYEeZkgXLGzZsqDLSlyhRAj169EBwcHCqY+Lj4/H666+jaNGiKFy4MHr37o3bt2+brczW5rPPPlPZ/keNGqXfx2tKluibb75BuXLl4OrqisaNG+PgwYOwNLZUZ1lb3XDz5k0MGDBAlc3NzQ21atXC4cOH9Y/LXM2PPvoIJUuWVI+3b98eFy5cgLmlpKTgww8/VGstS7kqVKiAyZMnp1qX1VLLbpTMiiXKSKdOnbTz58/Xnjp1Snvs2DFtly5dtGXKlNHGxsbqj3n11Ve1AQEB2i1btmgPHz6sbdKkibZZs2ZmLbe1OHjwoLZcuXLaoKAg7Ztvvqnfz2tKlmbp0qVaZ2dn7bx587SnT5/WDh06VOvt7a29ffu21pLYSp1lbXXDvXv3tGXLltW++OKL2gMHDmgvXbqk3bBhg/bixYv6Yz777DOtl5eXdtWqVdrjx49rn376aW1gYKD24cOHZi37p59+qi1atKh27dq12suXL2uXL1+uLVy4sParr76y+LIbw8COcuTOnTvyFUa7Y8cOtR0ZGal1cnJSHwSds2fPqmP27dtnxpJavpiYGG2lSpW0mzZt0rZu3VpfefOakiVq1KiR9vXXX9dvp6SkaP39/bVTp07VWjJrrLOssW4YN26ctkWLFhk+rtFotH5+ftrp06fr98nrcXFx0S5ZskRrTl27dtW+/PLLqfb16tVL279/f4svuzHsiqUciYqKUj+LFCmifh45cgRJSUmqWVqnatWqKFOmDPbt22e2cloD6U7p2rVrqmsneE3J0iQmJqr/l4b/J2V9Wdm29P+T1lhnWWPdsGbNGjRo0ADPPPOM6gKvW7cufvzxR/3jly9fRlhYWKqyy9qn0qVv7rI3a9YMW7Zswfnz59X28ePHsXv3bjz55JMWX3ZjHM1dALIeGo1GjfVo3rw5atasqfbJf3ZnZ2d4e3unOtbX11c9RsYtXboUR48exaFDh9I9xmtKliY8PFyNQ5L/g4Zk+9y5c7BU1lhnWWvdcOnSJcydOxdjxozBe++9p8r/xhtvqPIOGjRIXz5j/4fMXfZ3330X0dHRKkh2cHBQ/9c//fRT9O/fXz1uyWU3hoEd5ehb5KlTp9Q3Gcq969ev480338SmTZvUIHQiyhvWVmdZc90gQbS02E2ZMkVtS4udXPvvvvtOBXaWbNmyZfjtt9+wePFi1KhRA8eOHVNfCPz9/S2+7MawK5ayZcSIEVi7di22bduG0qVL6/f7+fmpbprIyMhUx8ssLXmM0pPulDt37qBevXpwdHRUtx07duDrr79W9+VbIK8pWZJixYqploy0sy8t+f+kNdZZ1lw3yGzR6tWrp9pXrVo1XLt2Td3Xlc8S/w+9/fbbqtWub9++aibvCy+8gNGjR6sZ1pZedmMY2FGmZIKNVJArV67E1q1b1XRwQ/Xr14eTk5Man6AjqQXkw9y0aVMzlNjytWvXDidPnlTfCnU3+aYrzf66+7ymZEmkO00+64b/J6WFRrYt7f+kNddZ1lw3SHd32rQyMmatbNmy6r68DxIEGZZduj8PHDhg9rLHxcWpMaOG5IuM/B+39LIbZe7ZG2TZhg8frqZ4b9++XRsaGqq/xcXFpZp+L+kEtm7dqqbfN23aVN0o+wxnvgleU7LEdCcyC3DBggXaM2fOaF955RWV7iQsLExrSWytzrKWukHSszg6OqrUIRcuXND+9ttv2kKFCmkXLVqUKmWI/J9ZvXq19sSJE9ru3btbRMqQQYMGaUuVKqVPd/Lnn39qixUrpn3nnXcsvuzGMLCjTEnsb+wmeaJ05D/2a6+9pvXx8VEf5J49e6qKlHJfefOakiWaPXu2Ciokn52kP9m/f7/W0thanWVNdcNff/2lrVmzpvoCULVqVe0PP/yQ6nFJG/Lhhx9qfX191THt2rXTBgcHa80tOjpaXWP5v+3q6qotX7689v3339cmJCRYfNmNsZN/zN1qSERERESPj2PsiIiIiGwEAzsiIiIiG8HAjoiIiMhGMLAjIiIishEM7IiIiIhsBAM7IiIiIhvBwI6IiIjIRjCwIyIiIrIRDOzI5l25cgV2dnZqrcWckrUBZSHrlJSUXD+/LNpdrlw5HD58ONfnIKK806ZNG4waNSrHvyf1yqpVq2CNFixYAG9vb9iqLQW47mZgR3nqxRdfVJWf3GTxal9fX3To0AHz5s3TL7Bs6ufr0aOHyc73zjvv4IMPPlALQj/OAupjx47FuHHjTFYuIluiqyMyuk2cONHcRbQahtfN3d0dlSpVUvXikSNHUh333HPP4fz58zYbBL5TgOtuBnaU5zp37ozQ0FDVcrZu3Tq0bdsWb775Jp566ikkJyfDUu3evRshISHo3bv3Y5+rf//+6nynT582SdmIbInUD7rbrFmz4OnpmWqf/HGl7Js/f766blLffPPNN4iNjUXjxo2xcOFC/TFubm4oUaIEbNHuAl53M7CjPOfi4gI/Pz+UKlUK9erVw3vvvYfVq1erIE++CepERkZiyJAhKF68uKrYn3jiCRw/flz/uHxrr1OnDr7//nsEBASgUKFCePbZZxEVFaV//JdfflHn1n1j3b59u/73L126pIJK+b3atWtj3759mZZ76dKlqnXR1dU1XRmkxbFMmTIoXLgwXnvtNdXc//nnn6vXKZXlp59+mupcPj4+aN68uTonEaUmnxvdzcvLS312ddvyeZo5cyZKly6t6hL5/K1fv17/u/IZl+Ol/tCRYReyT75M6uzZs0d1ucrnXz6PnTp1wv379/WPSw+CtPIUKVJEPW/aVsILFy6gVatWqj6oXr06Nm3alO51nDx5UtVbEjQVLVoUr7zyigqqxKlTp2Bvb4+7d++q7Xv37qntvn376n//k08+QYsWLVK9LulSbNCggSp3s2bNEBwcnOX1lNY1eQ3SjdixY0esWLFCBSgjRozQv+a0rXBS10r96OHhoerf+vXrqy5IKcdLL72k6tm0Lai//vqrKpv8jjzf888/jzt37qR7b7J6DX/99RcaNmyorm2xYsXQs2dP/WMJCQkqsJe/H9ICKQGqYb1uzNICXnczsCOzkMpPgqs///xTv++ZZ55RlYIEfNJtIEFgu3btVAWoc/HiRSxbtkxVBFK5//vvv+rDKeTDL4GeroVQblKJ6Lz//vvqGKn0K1eujH79+mXaYrhr1y5VGaUl3wSljPL8S5Yswc8//4yuXbvixo0b2LFjB6ZNm6a6AA4cOJDq9xo1aqTOSUTZ99VXX+GLL77AjBkzcOLECRWQPf300yrQyi75zEtdIgGZfKGTFphu3bqlGn8lXwolcJDPrfyh//jjj/XBmwR9vXr1Ul1z8vh3332XrnvuwYMHqmwSCBw6dAjLly/H5s2bVTAlatSooYI9qSOE1AWG20LuS/BpSOotef0SZDk6OuLll1/O1XUcPXo0YmJijAakQgI/CZ6l7FL/vvvuu2r4jNShaVtRdS2oSUlJmDx5sgoKZayhBNLS7ZtWZq/h77//VoFcly5dVH0uQaDUlTpy/eQ9k8BK3n/5OyF1fGbv/66CXndrifLQoEGDtN27dzf62HPPPaetVq2aur9r1y6tp6enNj4+PtUxFSpU0H7//ffq/oQJE7QODg7aGzdu6B9ft26d1t7eXhsaGprh812+fFkr/9V/+ukn/b7Tp0+rfWfPns2w7F5eXtqFCxem2idlKFSokDY6Olq/r1OnTtpy5cppU1JS9PuqVKminTp1aqrf/eqrr9RxRJSx+fPnq8+ejr+/v/bTTz9NdUzDhg21r732mrq/bds29Vm+f/++/vF///1X7ZPPvujXr5+2efPmGT5n69attS1atEj3HOPGjVP3N2zYoHV0dNTevHkzVd0jz7Fy5Uq1/cMPP2h9fHy0sbGx+mP+/vtvVT+FhYWp7V69emlff/11dX/UqFHat99+W/2O1EOJiYmqbtm4cWOq17V58+ZU55N9Dx8+zPC1GJbJkPyOPDZt2jSj19nDw0O7YMECo+dMe2xGDh06pJ4jJiYm26+hadOm2v79+xs939WrV1Wdb3jdRbt27bTjx4/PsBxeBbzuZosdmY3UQdJML+Qbn3RZyDdYaSLX3S5fvqy+ZelIE7o0yes0bdpUfZvOTvdEUFCQ/n7JkiXVT8Nug7QePnyYqilfR7o3pOtBRyaESEuAdKsY7kt7bumeiYuLy7KcRPRIdHQ0bt26pbrCDMn22bNnc9xil936QVdH6D7D8lwy/MPf3z9V3WNIjpFeCGn1MyynYf3UunVrfTeitBBJz4V078o+aSmTFrC0rzWn9VZGHsV8jyZXGDNmzBg1FKZ9+/b47LPPUtW7GZGWPWn5lHpZ6kR5feLatWvZfg2ZvTfStS2tqtLDYvh3Qa5dZuV7WMDrbkdzF4AKLqkIAwMD1X0J6uQDb2zshKlmY0m3go6ucstsZq6M9TAcg2PsPLpzGduX9tzSpSzjB4nIdHR/lHWBi5AAKe0f5qxk5zNsqrQq0o145swZNZ7u3Llzqt6TukY3Du1x6q2M6AJhXZ2bloxBkzFy0jUq3ZUTJkxQ3Z+G492MdT3L7bffflN1mwR0si1pQrL7GjJ7b+TvgsxqlQAy7exWCfAyUqyA191ssSOz2Lp1q/o2ppu1JOPpwsLC1PiLihUrprrJh1RHKg75Bq+zf/9+VbFXqVJFbcsYmMfJW2Sobt26qvI1FRk8LeckouyRcV3SSiYTHwzJtrS0CN0fXBn7pZM2Z6W0GMnYrdySfGjXr19P9RxS96Q9RnoeJOAxLKdh/VSrVi01Bk8mSchAfglOJNiTFigJ7tKOrzMl3Tg5aZHLiLSMyVi8jRs3qjGFMrs2o3pVAtKIiAjVuteyZUtUrVo1Vy2Jmb03Ul/K88p50/5dkMkOGalbwOtuBnaU52RWkwRtN2/exNGjRzFlyhR0795dpTsZOHCgOkYqG+nakBx0UqnIINy9e/eqQbeGySGleX3QoEGqApXBrG+88YaaMKH7kEtTuwywla6P8PDwdN/cc0K+ecoga1OR8soMNSLKvrffflsNav/999/V51oG9UvgJimThPyRl25SaXGSljBpcZKB+obGjx+vujplopXUDxKUzJ07V9UR2SH1kwQ9hnWP1E1pJx/o6icJBLZt24aRI0fihRdeUN17utYg6XqVFi5dECeBjdSREtzoujIfl8wQljr36tWrarJEnz59sHjxYvWajfWASNelTFKQ4FJ+RwJSuV4SrOrqVWk9kzLKNZNuSel+lYBv9uzZKuPAmjVr1ESKnJKWQZnIID+lVVG+8Mv7LeSay3WVvxMy0U6G5hw8eBBTp05V73NGOhXwupuBHeU5mYEk3axSOchsJqnwvv76a5WWRNe8LhXeP//8oyo9mVovH2hJAyCVjK5S1FXi8k1SZlDJB00qxW+//Vb/+NChQ9W3Y+nSkG/yab/p54RUKJK7KDvj97Iis7okXYBUsESUffLlTcZ/vfXWW6rFS+oTCSIk8a6QrjQJDCRYk/pAggJpETMk9Yl8YZSgTGY4ypdIqX+khyA7pNVt5cqVKgCS35exaGnTYkgX6oYNG1S3naTukM+6jB2bM2dOquMkeJNWKF1gJ+eWek/qwLTj63JL6lCpc6UVbfjw4aplUAIi6Wo1RuphaX2TAEqulXxZfvLJJzFp0iT1uMyMffXVV1VSY6lXZdaw/JSUKTL7V1pPpeVOZi7nlFwHOYe8p9KKKeMOpaw60moo5ZL3X+p2+fIvQacElhnpX8DrbjuZQWHuQhBlh3wjlyn1uVka7HFaC2QAt+TOexxSIcrAasnhR0REeevtAlx3s8WOKBPS3VK2bNnHGkQtA4mlpUHGrhARUd57vwDX3WyxI6thjhY7IiIia8LAjoiIiMhGsCuWiIiIyEYwsCMiIiKyEQzsiIiIiGwEAzsiIiIiG8HAjoiIiMhGMLAjIiIishEM7IiIiIhsBAM7IiIiIhvBwI6IiIjIRjCwIyIiIrIRDOyIiIiIbAQDOyIiIiIbwcCOiIiIyEYwsKNMlStXDi+++KJZnnvixImws7Mzy3NbOnlPChcubO5iEBGRhWFgV0AtWLBABU3Gbu+++26+lSMuLk4FcNu3b4elBU6G10SCqPLly6NPnz74448/oNFoCuy1ISIiy+Vo7gKQeX388ccIDAxMta9mzZr59vwSvEyaNEndb9OmTarHPvjgg3wNMtNycXHBTz/9pO4/fPgQV69exV9//aWCOynr6tWr4enpaZZrQ0REZAwDuwLuySefRIMGDWCJHB0d1c2czz9gwIBU+z755BN89tlnGD9+PIYOHYrff//dbOUjIiJKi12xlGOXLl3CM888gyJFiqBQoUJo0qQJ/v7771THJCYm4qOPPkL9+vXh5eUFd3d3tGzZEtu2bdMfc+XKFRQvXlzdl5YpXbendD9mNMZOtkeMGIFVq1aplkVpVatRowbWr1+frpzShSlBq6urKypUqIDvv//eJOP2pBWxY8eOWL58Oc6fP5/qsXXr1qnXKa/Xw8MDXbt2xenTp42Oj5Pr2KlTJ3Wsv7+/aj3VarXZujY6N2/eRI8ePdT55PixY8ciJSXlsV4fERFZLwZ2BVxUVBTCw8NT3TJz+/ZtNGvWDBs2bMBrr72GTz/9FPHx8Xj66aexcuVK/XHR0dGqG1O6EKdNm6YCkrt376pA5tixY+oYCUTmzp2r7vfs2RO//vqruvXq1SvTMuzevVs9d9++ffH555+r5+/duzciIiL0x/z777/o3Lmz2ieB0eDBg1XgJAGhKbzwwgsqCNu0aZN+n5RdAjkJsuQ1f/jhhzhz5gxatGihAjVDEnxJ+Xx9fdVrkAB4woQJ6pbdayPnkOtZtGhRzJgxA61bt8YXX3yBH374wSSvkYiIrJCWCqT58+dL05DRm6GyZctqBw0apN8eNWqUOmbXrl36fTExMdrAwEBtuXLltCkpKWpfcnKyNiEhIdW57t+/r/X19dW+/PLL+n13795V55swYUK6Msq+tOWRbWdnZ+3Fixf1+44fP672z549W7+vW7du2kKFCmlv3ryp33fhwgWto6NjunMaI6/Z3d09w8f//fdfdZ7Ro0frr4G3t7d26NChqY4LCwvTenl5pdov55bfHTlypH6fRqPRdu3aVb02uSZZXRvdOT7++ONU++vWrautX79+lq+PiIhsE1vsCrhvvvlGtToZ3jLzzz//oFGjRqoVSkdaqF555RXVKiUtVMLBwQHOzs7qvswgvXfvHpKTk1XX6NGjRx+rzO3bt1ddqzpBQUFqEoN0bepasjZv3qy6KKWLU6dixYpqTKEp6FKNxMTEqJ9y3SIjI9GvX79UrZ9yHRo3bpyqC1pHupTTdjFLF7aUPbteffXVVNvSDay7DkREVPBw8kQBJ0FaTiZPyMxQCVTSqlatmv5x3azaX375RXUNnjt3DklJSfpj087CzakyZcqk2+fj44P79++r+3fu3FGzWCWQS8vYvtyIjY1VP2Ucnbhw4YL6+cQTTxg9Pu3sWXt7e5U+xVDlypXVz7TdthmRsYO6cXjGrgMRERU8DOyysHPnTkyfPh1HjhxBaGioGkcmLUHZJWPLdCkrDMmkgwcPHsBWLVq0SE0SkGv19ttvo0SJEqr1aurUqQgJCXmsc8t5jNFNPMgPp06dShUo6vLayTg4Pz+/dMfnxezejK4DEREVXAzssiDBV+3atfHyyy9nOajfGJmlmLa7rF27dmjYsCGsUdmyZREcHJxuv7TK6R4XK1asUC1Sf/75Z6pZqLrJATp5sbKEBJHSmnXx4sV0jxnblxsSwEnZO3TooLZ1XcPy3NJVnBUJBKXLVNdKJ3QzbGW1D8FVN4iIKKc4xi4LMiZLcpfJzERjEhISVPBWqlQplbZCuikNVwqQsVjSgqO7yaxSGYcmszStUZcuXXDw4EHs27cvVfArMzElIKlevXqq1iTDVrQDBw6k+j1dy6WQ8WmmIs8twZXMgL1161aqoE7SkTwuyWO3ceNGPPfcc6hUqZLaJ7NTpbt1ypQpqbqddWRGcFpz5szR35frJNtOTk4q8M+ra0NERLaNLXaPSQa8S6C2dOlSNVBfumoljcXJkyf1f/QNSQoQaaWRQe7WSHK4LVmyRAW8b7zxhsplJ2PpLl++rJbakrFj4qmnnlKtdRIQSwoQefy7775TgZ9ufJpwc3NT+yTRr1wXOZ+M0Xvc1S+kC1yCr+bNm2P48OFqQoUETnJeXbqVrMhkD+lSFpJSRcYPrlmzBidOnEDbtm1TpRWRoE7Sk0galHr16qlULDL+7dq1ayrHn5TDMJCTFkXJvTdo0CD1ZUACTjnuvffe04+by6trQ0RENszc03KtiVyulStX6revXr2qdXBwSJVSQ7Rr1047fvz4dL//8OFDrY+Pj3batGlaS0l3cujQoUyPS5vuRISEhGj79Omj0nu4urpqGzVqpF27dm2qYyR9x5QpU9Tvu7i4qDQccoycS/YZ2rt3r0rRIak+DNN7ZJTu5PXXX89WObds2aKeV85boUIF7U8//aR96623VJmzoksnortJ6hRJ59K7d2/tihUr9Gld0tq2bZu2U6dOKsWJPI8874svvqg9fPhwulQqch07duyozi1pYOT1pj1vRtcmo3Qsxq4ZEREVHHbyj7mDS2shY54MJ09IC4u0TEkXbNruWRmPl3a5KWnpGjhwIG7cuKES01L+k/dOVoLQzWI1B5lUImMQDVsuiYiITIFdsY9B/jDLeC6ZMZt2hqIuz1nablgJBBnU5Q9JeSLdmToSzEkePun+JCIiskUM7B5D3bp11dgtyZuW1Zg5GWMmSWpljBblD5mVK61j8lPGx8kYOEma/M4775i7aERERHmCgV02WuUMU2RIgCaD72Uguwxo79+/v+pelUS8EujJ7MctW7ao1RBk0oDOvHnzULJkSZOtfEBZk0ks0v0dFhYGFxcXNG3aVM1aNTaphYiIyBZwjF0WJHWJzIBMS7rzFixYoFJbSDqUhQsX4ubNmyhWrBiaNGmikhLXqlVLn7NM8rtJAPjpp5+a4VUQERFRQcDAjoiIiMhGMEExERERkY1gYEdERERkIzh5wggZEydLUXl4eHC9TiILJCNIYmJi1GovutVOiIiIgZ1REtQFBASYuxhElIXr16+jdOnS5i4GEZHFYGBnhLTU6f5oyBqgRGRZoqOj1Zcv3WeViIgeYWBnhK77VYI6BnZElotDJYiIUuPgFCIiIiIbwcCOiIiIyEYwsCMii5CUosHvh67hSvgDcxeFiMhqcYwdEZlVikaLv47fwqzN53ElIg4965bCl8/VMXexiIisEgM7IjILjUaLDafDMHPTeVy4E6v2FSvsjKDSXuYuGhGR1WJgR0T5nlx4W/AdfLHxPE7filb7vNycMKx1eQxqWg7uLqyWiIhyizUoEeWbPRfDMWNjMP69Fqm2C7s4YnCLQAxuGQhPVydzF4+IyOoxsCOiPHf4yj3VQrfvUoTadnWyx4vNAjGsVXn4uDubu3hERDaDgR0R5ZmTN6LwxaZgbA++q7adHezxfOMyeK1tBZTwcDV38YiIbA4DOyIyuXNh0fhy03lsOH1bbTva2+GZBgEY+URF+Hu7mbt4REQ2i4EdEZnMpbuxmLX5Av46cQtaLWBvB/SoWwpvtquEskXdzV08IiKbZ9YExRMnTlRrPRreqlatmunvREZG4vXXX0fJkiXh4uKCypUr459//kl1zDfffINy5crB1dUVjRs3xsGDB/P4lRAVbNfvxeHt5cfRfuYOrDn+KKjrGlQSG0e3wsxn6zCoIyIqKC12NWrUwObNm/Xbjo4ZFykxMREdOnRAiRIlsGLFCpQqVQpXr16Ft7e3/pjff/8dY8aMwXfffaeCulmzZqFTp04IDg5Wv0dEphMWFY852y7g90PXkZSiVfvaVyuB0R0qo4Y/89ERERW4wE4COT8/v2wdO2/ePNy7dw979+6Fk9Oj1AjSMmdo5syZGDp0KF566SW1LQHe33//rX733XffzYNXQFTwhMcm4LvtIfh1/1UkJGvUvpaVimFMh8qoW8bH3MUjIiqwzL5W7IULF+Dv74/y5cujf//+uHbtWobHrlmzBk2bNlVdsb6+vqhZsyamTJmClJQUfYvekSNH0L59e/3v2Nvbq+19+/bly+shsmVRcUmYvuEcWn2+DT/tvqyCuoblfLD0lSb4dXBjBnVERAW5xU66ShcsWIAqVaogNDQUkyZNQsuWLXHq1Cl4eHikO/7SpUvYunWrCgBlXN3Fixfx2muvISkpCRMmTEB4eLgK8iToMyTb586dy7AcCQkJ6qYTHf0oGz4RPRITn4T5e67gx12XEBOfrPbJ0l9vdayCVpWKqfGxRERUwAO7J598Un8/KChIBXply5bFsmXLMHjw4HTHazQaNU7uhx9+gIODA+rXr4+bN29i+vTpKrDLralTp6qgkohSe5iYgoX7ruC7HSG4H5ek9lX181Bj6DpW92VAR0RkYcw+xs6QTIKQWa7SEmeMzISVsXUS1OlUq1YNYWFhqhu2WLFi6rHbtx/lztKR7czG8Y0fP15NuDBssQsICDDJayKyRgnJKVhy4Bq+2R6CuzGPWrPLF3fH6PaV0bVWSdhLHhMiIrI4Zh9jZyg2NhYhISEqgDOmefPmKuiTljud8+fPq+OdnZ3VTVrxtmzZon9cjpVtGZuXEUmb4unpmepGVBAlpWiw5OA1tJ2+HRP/OqOCutI+bpjxTG1sHNUK3Wr7M6gjIrJgZm2xGzt2LLp166a6X2/duqW6U6XFrV+/furxgQMHqpQm0lUqhg8fjjlz5uDNN9/EyJEj1cQLmTzxxhtv6M8pLW+DBg1CgwYN0KhRI5Xu5MGDB/pZskSUXopGizXHb6rkwlcj4tQ+P09XjGxXEc/UD4Czo0V9ByQiIksM7G7cuKGCuIiICBQvXhwtWrTA/v371X0hM2RlVquOdI9u2LABo0ePVmPyJOiTIG/cuHH6Y5577jncvXsXH330keqirVOnDtavX59uQgURSYu2FutPh2HmpvO4eCdW7StW2BnD21RE/8Zl4Or0/2EPRERk+ey0WskRT4ZkjJ2XlxeioqLYLUs2ST72W8/dwRcbz+NM6KNZ4F5uThjWujwGNS0HdxeLGn6bDj+jRETGWXbtTUQ5otVoEB8fieiYm4iJDUV0bBhiHoYjRZMM3yIV4Ve8Fs6Ee+GLzRdw7Hqk+p3CLo4Y3CIQg1sGwtP1UeJvIiKyTgzsiCyMJiVZBWUxMTcR/SAM0bF3VHAWHX8PMRK0JUYhOikW0UlxiE5JQIwmEdHaZETbaRBjByRlkYLERaNFUWegYVlHlHDyRGXvkiiN0jh1sjz8ilWDn28QChUqlm+vl4iITIeBHRWIiQEHL9/DnZh4lPBwRaPAInB4zJmdpjqntLDduLkPh8+vxuHbR3A4/jZC7QFtTvLD6Yeh/v93HLRaeGgBD60dCmntkZyixX2HFNxztEeCvR1uOQO3nFNwDvex88F94MEZ4Nb/T+ml0cIPDijp4A4/F2/4FfJFSc8y8POugBLFquPKA39ExGlNdj3z6n0iIipoGNiRTVt/KhST/jqD0Kh4/b6SXq6Y0K06Otcsme/nlEDu8tXtOHLhLxy++y8OJ4TjjoNB8GJwX1rWPLWAJ+zhae8ET3tneDi4wtPJHR5OheHp4glPFx94uBWBZ6Hi8CxUAp6FS8LTsxQKFSqBeXuu4PMNwfq1XIWncyJGt7RDzWIRCIu8hNCYawiLu4vQhEiEaR4iFCl4YG+HKLlBg2BtDBAvt+vAvcP689hrtSierIVfnBe+S6qDZ9oMx1P1a+Xqej7uNSUiov/j5AkjODDbNkiwMHzRUaT9D64LneYOqJfjoCGn55Ru1YuXN+HIxb9xOPw4jiTeR4RhICffrrRalIu3h8fDEoh6UB03H9ZAtKYokrRuuSpnyN1YjFtxAoev3k/3WHZee0z0TYTdOYnQiGCERV1GWOxNhD2MwPX4SIRpExDuaIfkNC2KTlotamvc0L5kQ7SuNRClSzfJ0/eJn1EiIuMY2BnBPxrWT7r1WkzbmqoFKG3Q4Oflit3jnsh2d192zlnS0wE/9ozH0cvrcDjiFI4mRyEyzfmlJS7IzhUNvCqhXpknMG5jcVyNcnrscl6/F4evt1zAH0dvQJPJp/pxX7sdklHUMRSlXM/Aq/BxhBYOR5hT6jx3FVLs0MqrIlpVeBp1avSFo5NrlufNSVn5GSUiMo5dsWSTZKxWRsGCkLhHHpfjmlYomutzOiARFd0Oo4T7cSQWuoVrrgnoe9AgyLG3g5tGizr2hVDfuwoalGuPWlV7wdnFQz28LyQCV6P2P1Y5w6LiMWfbBfx+6DqSUrL+nva4r10LR4QnByA8NgCI7STtkijrchplPPYARW7hpH0CQhyAkNgLmH/8C3j+OwPNnYqidenWaFHnZXh5lzN6XlOVlYioIGNgRzZJBuCb8jjDY+2RjDoe6+DkcxBX3BJwy97eYN6BPdw1GtS190CDItXQILATqld5Gk5OhUxezvDYBMzdHoJf919F4n/j6FpWKoYG5Xzw5aYLuTpn7o61x9WEWur2Vfs6+CZQg73H52HH9e3YnXhXtViuS7mHdVdXwv7Kn6gDF7QqGoTW1fvhdlQ1Ezw/ERHpMLAjmySzKk15nPC0j0CLYt/jtncILui7Hu3hkaJBmYeucIwrhdsP6mDC86+iRWX/PCtnZFwifth5CQv2XkFcYora17CcD97qWAVNyhdVrYDABZO+9pyU09OrKDq3moDOmICU5EScPLscO86vxI7oC7hgr8FRJOLovcOYtfsw/FO0aFnSBzExtXH2QSskaN0fu6xERAUZAzuySZIqQ2ZVSjelNpOxW3JcVi5cXI/Fh7/E2oc3EV/cTh/MVYwugVuRbRASXwe34Kg/Z9OKJfOknDHxSZi/5wp+3HkJMQnJ6vHapb1UQCctdXb/TWgw5WvPTTkNOTg6o06t/ur2pnSr3jqCnSd/wY7bB3FAE4tbDna45R0JeO+Ap2Y7KsS5QBtdAweinst1WYmICjIGdmSTZKC9pMqQ2ZYSHBgGI7oh+PJ4RpMHkpPisePgLPx2YQUO2SU82mlvhwrJdigUUQ3/3u+JnVqPHJ0zt+Uc/2RV/LTrEr7bEYL7cUlqX1U/D4zpUBkdqvvqAzpTvfbcljM75yzpXx/PyQ1AXFw4Dp74Bf8Er8Oh5FCEO9rjdOFEBGnPAVG5LysRUUHGWbFGcMad7chpfrTI+5fxx+6P8fvdQwj9Ly2JJPt9wsEb/Wq9jAZBL2LDmdv5khvPz9MFrSsXx5Zzd9V4OlG+uDtGt6+MrrVKwj6LYMfScvhlZt2Jm/h5/UK4OexE9MNKOB7bKdPz8jNKRGQcAzsj+EfDtmRnRYNzwWuw+OjX+Cc+TK3MILw1WvTxrIrnmr0Pv5J1c3zO3JYzNOohzoRG4+8TofoAqrSPG0a1r4wedfzh6GBv0tduKStE5OS8/IwSERnHwM4I/tEoGJKS4rBl3wwsubQaR+0S9furaRzwfJlOeLL5e3Bx9cq38khgs+b4TczafAFXI+LUPj9PV4xsVxHP1A+As2P2Azpbx88oEZFxHGNHBU5E+Hms2DMZyyL+fbScl92j1R86OBbF87VfQe0a/WBnn39BlEajxbpTYfhy83lcvBOr9hV1d8ZrbSuif+MycHVyyLeyEBGRdWNgRwXGqTPLsfjfuVifdAdJMuHAwQ5FNFo8610LzzR7HyV8a+ZreaSxfOu5O/hi43nV9Sq83JwwrHV5DGpaDu4u/HgSEVHO8C8H2bxDx+Zh1r9zcML+0YxS2NmhlsYR/cp1Radm4/SrQORnQLfnYgRmbAzGseuRal9hF0cMbhGIwS0D4elqfHkxIiKirDCwI5sVfvcsvtj4GtYmh0vqOdXd2tmpOJ6v8xpq1XjGLGU6dOUeZmwIxoHL99S2q5M9XmwWiGGtysPH3dksZSIiItvBwI5sjuSg+33zGMwJ24lYezuZIYQ+rqXxWvtZKFasqlnKdPx6JL7YdB47z99V284O9ni+cRm81rYCV1UgIiKTYWBHNuX4qaX45NBUnLPXqITC1TUO+LDx+6hZ3TwtdOfCotUYuk1nbqttR3s7PNMgACOfqAh/bzezlImIiGwXAzuyCZJYeNb6YfgjMVR1u3potHjT/wn0aTdDLWuV30Luxqq0JWtP3IIkFJJ0bD3qlsKb7SqhbFHj66ESERE9LgZ2ZNU0KclYuXUcvryxAVH/JbPt7uSL0R2/RdFilfO9PNfvxeGrLRfw59Eb0PyXIbJrUEmMbl8JFUvk7yQNIiIqeBjYkdU6G7wan+yd9Gi2q70dKmns8UG9t1Cv9sB8L4usFjFn60X8fug6kv+L6NpXK4HRHSqjhn/+JTkmIqKCjYEdWYzsLikVHXUdc9a/it8fXoXG3g6FNFq87tsM/TrMgpNToXwts6zhOnd7CH7dfxWJyRq1r2WlYhjToTLqlvHJ17IQERExsCOLkJ3F5bUaDdbu+AhfXF6FCLVihB06O/hgbOc58PUNytfyRsYl4oedlzB/zxU8TEpR+xqW88FbHaugSfmi+VoWIiKiXAV2kZGRWLlyJXbt2oWrV68iLi4OxYsXR926ddGpUyc0a9YsJ6cj0gd1wxcdRdpFi8Oi4tX+uQPqoaLbSXy66z0ctktQK0aUS7HD+7VfR5P6w/K1rDHxSZi3+wp+2nUJMQnJal/t0l4qoJOWOjtZ0YKIiMiSA7tbt27ho48+wm+//QZ/f380atQIderUgZubG+7du4dt27ZhxowZKFu2LCZMmIDnnnsu70tONtP9Ki11aYM6Ifvc7aKwfNsAHPW4jWQ7O7hqtBhWtD4GdpqTrytGxCUmY+G+q/huRwgi4x6tYFHVz0N1uXao7suAjoiIrCewkxa5QYMG4ciRI6hevbrRYx4+fIhVq1Zh1qxZuH79OsaOHWvqspINkjF1ht2v/6dBQ89VCPfdj4OO9rIOGNraeWJcxy9RqlSjfCtfQnIKlhy4hjnbQtR4OlG+uDtGta+Mp2qVhL2RMYBEREQWHdidOXMGRYtmPm5IWu/69eunbhEREaYqH9k4mSiRVoDzGZQsuRhnC0lXpz18kzR4tvhzeKX7R/lWrqQUDVYcuYHZWy7g1n+BZ2kfNxXQ9ajjD0cHCTaJiIisMLDLKqh73OOp4Eq9nJYGLYr9iDPFLuGsnR2ctFrUvOePA3eHoFbbdvnWNbz62E2VXPjavTi1z8/TFSPbVcQz9QPgrFoPiYiIbHRW7NmzZ7F//37VXSvj7ohyQlKayOzX6OjbqF3qSxz3kNYxO1R74IjQsOexK7E6/LwepT7JSxqNFutOheHLzedx8U6s2lessDNea1NRrenq6uSQp89PRESU74Hdxx9/rLpc3377bbUtkyY6d+4MDw8PREVFYcGCBejfv79JCkYFg+Spe6tZJH4+PwUnne3gqNWi+p2q2HNvEOxkbTBApTwxls/OFLRaLbaeu6PWcz0TGq32ebk54dXWFTCoWVkUcmZGICIish456ldasWJFqskTn376Kd544w2Eh4djzpw5mDJlSl6UkWzYlr3TMOPSBNxwtkPRZA38rj2FPfdeUv81paVOUp3o8tiZOqDbfSEcPb/di8G/HFZBXWEXR7WW665xbTG8TQUGdUREZHWy9Zdr4cKF6g/hlStXcOzYMTU5Qrb37NmDli1bqsc1Gg0uXbqk7ouBA/N/WSeyHinJifhmTX/8GHNOLQdWT+uMz7v9iksxvlmuPPG4Dl25hxkbgnHg8j217epkjxebBWJYq/LwcXc2+fMRERFZVGAn+emEs7MzfH191bYEeJ6enmjbtq0K8hISElQur3LlyqltooxE3r+McWuew148VNsD3MphTM/f1XJgviXy7nlP3IhUXa47zt9V284O9ujfpIxqnUs9iYOIiMiGA7vWrVurn/Xq1cPatWsxbtw4rF+/Hl26dEGrVq3UYydPnkRAQIB+m8iYM+dWYczeD3HTASrZ8MTAXuja5uM8fc5zYdGYufE8Np65rbYd7e3wbMMAjGhbEf7ebnn63ERERBY7xm769Omqpa558+ZqSTGZTKEjEydkIkVOTJw4UbXyGd6qVq2a4fHyHGmPd3VN3dLy4osvpjsmp+WivLF667sYuO8DFdQFpACLWkzL06Au5G4sRi75F09+tUsFddKr26tuKWx5qzWm9KzFoI6IiGxOjkaH165dW42zkzF2aXPVyUoT0jWbUzVq1MDmzZv/XyDHzIskzxEcHKzfNraUkwRy8+fP12+7uLjkuFxkOkkJDzBtZR/8nnBDjadraeeOqb2XwcurTJ483/V7cfhqywX8efQGNP+NCugaVBKj21dCxRL5twwZERFRfsvVtD9jCYhLlszdzEUJ5Pz8/LJ9vARyWR0vgVxOzkl55/btE3jrnxdx3D4JdlothnsHYVi3hbB3MP2M09Coh5iz9SJ+P3Qdyf9FdO2r+ar1XKv75/xLBxERkU12xS5dujTbJ5R1YmW2bHZduHAB/v7+KF++vMqBd+3atUyPj42NVZM3ZDxf9+7dcfr06XTHbN++HSVKlECVKlUwfPhwLnFmJoePLcBzfz+vgjoPjRZzqg3G8B6LTR7UyRquk9eeQevp2/HbgWsqqGtZqRhWvd4cPw1qwKCOiIgKDDttNqawyuSJO3fu4KWXXkK3bt1QrVq1VI9LcmIJ5hYtWoRNmzbh559/xtNPP53lk69bt04FahKAhYaGYtKkSbh58yZOnTqlkh6ntW/fPhUIBgUFqeecMWMGdu7cqYK70qVL64PQQoUKITAwECEhIXjvvfdQuHBh9bsODsZXD5AZvXLTiY6OVoGjPEduupcLOq1Gg0Xrh+OLO3uQYmeHShp7fNX+WwQENDfp80TGJeKHnZcwf88VPExKUfsalSuCtzpWRuPyXNbOlsln1MvLi59RIqLcBHZizZo1mD17NrZu3Qp3d3eV9kQmLty/fx9hYWEoVqyYmrgwevRo9VhuREZGqta4mTNnYvDgwVken5SUpILMfv36YfLkyUaPkdx6FSpUUOP42rVrl+EkDgkq0+IfjZyLiwvHxD97Y13KoxxxXRyLYkLPFShUqJjJniMmPgnzdl/BT7suISYhWe2rXdoLb3WsolrqjI27JNvCwI6IyLhs94lJC5zcZJWJ3bt3q1mxDx8+VAGdrBMrN3v7x1sg3dvbG5UrV8bFixezdbyTk5N63syOly5eKaMck1FgN378eIwZMyZdix3lzLVru/Hmltdx0V6jlgYb69sSz3f6BnaP+f9CJy4xGQv3XcV3O0IQGZek9lX181ABXftqJRjQERFRgZfjwU4SJPXo0SNPCiPdstJ9+sILL2Tr+JSUFJU/T/LpZeTGjRtqjF1mkztksgVnzj6eHftnYvzZeYixt0PRFC2+qP826tceZJJzJySnYMmBa5izLUSNpxPli7urSRFdapaEfR6tI0tERGRtzLoYpqRIkTF70v1669YtTJgwQY2Dk65V3bJkpUqVwtSpU9W25M1r0qQJKlasqLptJa+etBwOGTJEHxhKl2rv3r3VrFgJEt955x11fKdOncz5Um2WJiUZc9e8gO+iT6lUJrU1TpjZdSFK+NZ87HMnpWiw4sgNzN5yAbei4tW+gCJueLNdZfSo4w9HB9O0BBIREdkKswZ20pomQZy0qBUvXhwtWrTA/v371X0hM2QNu3dlPN/QoUPVmD4fHx/Ur18fe/fuRfXq1dXjEhSeOHECv/zyiwr8ZLZtx44d1fg7tsiZVopGi52nTmLR4SE46PBoabC+rgF4p8dyOLm4P/a5Vx+7iVmbL+DavTi1z8/TFSPbVcQz9QPg7MiAjoiI6LEmTxQkHJidufWnQvHV2nVA0Zm44WwHF40WQffr4dmO09C5Zu7yGQqNRot1p8Iwc1MwQu4+UPuKFXbGa20q4vnGZeDqZHxWMxU8/IwSEVlgix1ZZ1A3aekKeJT9DqHO9iiWrIHj9WexLb4Bti06irkD6uU4uJPvFlvO3sEXm87jbGi02ufl5oRXW1fAoGZlUciZ/02JiIiyI8d9WjLOLS7uUfeYIZkha7h2LNke6SL95u8/Uajco6DON0mDhKtDcSG+AXTNvpP+OqOOy25At+vCXfT4di+GLDysgrrCLo54s10l7BrXFsPbVGBQR0RElJddsTKOTZIJy8oOhmScnOyTmarWjt08xv2zbw2mnxmPcEd7+CdqEXn1VdxODkx33JKhTdC0QuYJgg9duYfpG4Jx8PKjfHeuTvZ4sVkghrUqDx935zx7DWQb+BklIjIux80hEgcayxd2/PhxFClSJKenIytxMWQjpp0dj3uO9iidqMXdqyMQnmw819+dmEczWI05fj1SdbnuPH9XbTs72KN/kzKqda6Eh2uelZ+IiKggyHZgJ7NQJaCTmyQRNgzupJVOUo28+uqreVVOMqNzwWvwyt73cN/BHmUTgJtXR+F+Ssbj6IwFaOfCovHFxvPYdOa22na0t8OzDQMwom1F+Hu75Wn5iYiICopsB3azZs1SrXUvv/yyyhUn3SA6zs7OKFeuHJo2bZpX5SQzOXl6OYYdnKQSD9fQOCAi4h1Epvz/vTckob6flysaBf6/5TbkbqxKW7L2xC1Ip7/kEu5RtxRGtauMMkUL5eMrISIisn3ZDuwGDXq0ikBgYCCaN28OR0cOard1/55YhOFHPsMDezvU0Trh295/Yc81ewxfdFQFcYaDM3XttxO6VYeDvR2u34vDV1su4M+jN6CbS9E1qCRGt6+EiiU8zPFyiIiIbF6OZ8V6eHjg7Nmz+u3Vq1erJcbee+89JCYmmrp8ZCYH//0Jw/4L6hpqXfB9n/Xw8CylUplIShNpmTMk27K/doA33l95Em1nbFerRkhQ16G6L/55oyW+eb4egzoiIiJLmhXbsGFDvPvuu2rZrkuXLqlVH3r16oVDhw6ha9euqsvW2hX0GXe7D87GqNPfI8HeDs3ghlnPrIdbodQTYySlicxolYkSMqZO1m79Yecl/Lr/KhKTNeqYVpWLq/Vc6wR4m+mVkK0q6J9RIqKM5Lg/9fz586hTp466v3z5crRu3RqLFy/Gnj170LdvX5sI7AqyrXs/x9jzC5Fkb4c2dh6Y8ew6uLimH1Mn3a2S0iQyLlEFdC8vOISHSY9S3TQqVwRvdayMxuUzT3lCREREFpDuRKN51CKzefNmPPXUU+p+QEAAwsPDTVw8yk8bdk3GuyG/I9nODh3svTDt2Q0ZrvsaE5+Eebuv4KddlxCTkKz21S7thbc6VkHLSsWMpsQhIiIiCwvsGjRogE8++QTt27fHjh07MHfuXLX/8uXL8PX1zYsyUj74a9sH+ODqKmjs7NDVsRg+eXYdHJ3Spy2JS0zGwn1X8d2OEETGJal9Vf08VEDXvloJBnRERETWFNhJV2v//v2xatUqvP/++6hYsaLav2LFCjRr1iwvykh57I9Nb2HSzQ3Q2tmhp7MvJjzzDxwcU6/+kJCcgiUHrmHOthCExyaofTKuTsbQdalZEvaSx4SIiIisa/JERuLj49VyY05OTrB2BWlg9pL1IzDl9g51/zmX0njvmb9g7/D/eD8pRaNmt87ecgG3oh6tKBFQxA1vtquMHnX84eiQ44nVRI+tIH1GiYhyItfJ6I4cOaJPeyIzY+vVq5fbU5GZ/PL3UMwI36/uDyxUHmN7r4Sdvb1+1uvqYzdVcuFr9+LUPj9PV4xsVxHP1A+AsyMDOiIiIqsP7O7cuYPnnntOja/z9n6UxiIyMhJt27bF0qVLUbx48bwoJ5nY96tfwJzIY+r+UI+qGNnjdxXUaTRarDsVhi83n8fFO7Hq8WKFnfFam4p4vnEZuDo5mLnkREREZLLAbuTIkWpd2NOnT6NatWpq35kzZ9TKFG+88QaWLFmS01NSPtJqNJi9qi9+jHnU2jrCuw6Gdf9VzXbecva2Ws/1TGi0eszLzQmvtq6AQc3KopAzVxohIiKyuTF2Mq5F0pxIomJDBw8eRMeOHVXrnbWz1fE7EtR98Ucv/BIXorbfKtoYg7r+iD0XIzBjYzCOXX/03hV2ccTgFoEY3DIQnq7WP2aSbI+tfkaJiB5XjpthJIedsQkSsk+X344sjyYlGVNXPI2l8dfV9njfVqhUdTL6/rAfBy7fU/tcnezxYrNADGtVHj7uqWfFEhERkQ222HXv3l21ykmXq7+/v9p38+ZNlQLFx8cHK1euhLWztdYAaamb9Htn/JEYKm84Rnq3xa57L2Dn+bvqcWcHe/RvUgbD21RQy4MRWTpb+4wSEZmtxW7OnDl4+umnUa5cObXahLh+/Tpq1qyJRYsWmaxgZDpzVvVTQZ29VotWsY3x6bnOAO7C0d4OzzYMwIi2FeHv7WbuYhIREVF+B3YSzB09elSNszt37pzaJ5MoZCUKsjyzV4zADw/OqPs1btfEX/d7qftNyhfB571ro0zRQmYuIREREZlKrqY6yrJRHTp0UDeyXN/8OQXzYrfLG4a693yx8/4L+scOXLqHM6FRDOyIiIhsSLazzG7dulUlIpaxLWnJOJcaNWpg165dpi4f5UJo1ENMWDQXC6N+Q7KdHYJi3LDz9pvpjpv01xmViJiIiIgKWGAna8QOHTrU6EBlGcQ8bNgwzJw509Tloxy4G5OAj/86gz4zf8HOhDmIs7dH5TgHHLr5Trq3WsK50Kh4HPxvRiwREREVoMDu+PHj6NxZBt0bJznsZJkxyn+RcYmYtv4cWn2+Dcv2HYVPqW8Q7miP0olanL8+ConajCdG3Il5tP4rERERFaAxdrdv3zaav05/IkdH3L37KH0G5Y+Y+CTM230FP+26hJiEZDgiAXUDZ+KkC1A0RYuo60MRo8l8iTemNyEiIiqAgV2pUqVw6tQpVKxY0ejjJ06cQMmSJU1ZNspAXGIyFu67iu92hCAyLkntq+LrjqAiX2A9kuCm0eLrJpMw7LY37BLjVbdrWnYA/Lxc0SiwSL6Xn4iIiMzcFdulSxd8+OGHiI9P33X38OFDTJgwAU899ZSpy0cG4pNSMH/PZbT6fDs+W3dOBXXli7tjzvN10bv8PKzHXZWr7vNqLyGoem9M6FZdH8QZ0m3L4w72aR8lIiIim195Qrpi69WrBwcHB4wYMQJVqlRR+yWX3TfffIOUlBSV387X1xfWztKy2ielaLD88A3M3npBTXgQAUXc8Ga7yuhRxx8bdk3Eu1cfrfjxnm9r9Os8R/+760+Fqtmvut8TJb1cVVDXuSZbWMk6WdpnlIjIKpcUu3r1KoYPH44NGzZA92uS065Tp04quAsMDIQtsJQ/GpKKZPWxm5i1+QKu3YtT+/w8XTGyXUU8Uz8Azo72OHRsHoYdm4kkOzsMKlQBY59ZZfQ8MvtVJkrImDrpfmVLHVkzS/mMEhFZ/Vqx4v79+7h48aIK7ipVqqTWiLUl5v6jodFose5UGGZuCkbI3QdqX7HCznitTUU837gMXJ0c1L5Ll7dgwPY3EWNvhw723pjx/DbYO+Qq5zSRVTH3Z5SIyFLlKgqQQK5hw4amL00BJ4HylrN38MWm8zgb+igRtJebE15tXQGDmpVFIef/v13h4efw2rZRiHGwQ22NE6Y8u4ZBHRERUQHHSMBCArpdF8JVQHf8eqTaV9jFEYNbBGJwy0B4uqZOMxMXF44Rf/XFTQegTAowu8dyuLrZVqspERER5RwDOzOTsW8zNgbrV4Bwc3LAwGZl8WqrCvBxd053fEpyIsateBqn7VPgrdFibvvv4FOkghlKTkRERJaGgZ2ZSMuctNDtPP8oqbOzgz36NymjxtEV93Ax+jtajQaf/dED27UxcNZqMbvBeJQp0yKfS05ERERWn8cuL0ycOFHNqjW8Va1aNcPjFyxYkO54V1fXdN2aH330kUqW7Obmhvbt2+PChQuwFDJ2bujCw+j+zR4V1Dna26kJEdvfboMJ3WpkGNSJheuGYWn8dZnxgqkV+qJOrf75WnYiIiKybGZvsatRowY2b96cammyzMgMuODgYP22BHeGPv/8c3z99df45ZdfVPoVSaos6VjOnDmTLgjMTxfvxGLW5vNYeyJUbUu2kZ51S+PNdpVQpmihLH9/465PMCN8v7r/VvGm6NjygzwvMxEREVkXswd2Esj5+fll+3gJ5DI6XlrrZs2ahQ8++ADdu3dX+xYuXKiSJq9atQp9+/ZFfrt+L07loVv57w1o/kss81RQSYxqXxkVSxTO1jmOnfwN40OWyotHX9cADHzy+7wtNBEREVkls3bFCukm9ff3R/ny5dG/f39cu3Yt0+NjY2NRtmxZBAQEqODt9OnT+scuX76MsLAw1f2qI7muGjdujH379mV4zoSEBJUXy/D2uEKjHuK9lSfRdsZ2/HH0UVDXvpov/nmjJeY8Xy/bQd3Vq7sw8vBUJNrZoY2dB97tvQp29mZ/24iIiMgCmbXFTgIuGTcny5OFhoZi0qRJaNmyJU6dOgUPD490x8tx8+bNQ1BQkEpMOmPGDDRr1kwFd6VLl1ZBnUi7rJls6x4zZurUqeq5TeFuTAK+3X4Rvx24hsRkjdrXslIxvNWxCuoEeOfoXPfvheC1La8h0sEONTQOmPbcGjg4pp8pS0RERJTrlSfySmRkpGqNmzlzJgYPHpzl8UlJSahWrRr69euHyZMnY+/evWjevDlu3bqlJk/oPPvss6oL9/fff8+wxU5uOtJiJy2COclqHxmXiO93XsKCPVfwMClF7WtUrgje6lgZjcsXRU7FP7yPIUvb4bh9EvxTgN+6LUOx4tVyfB4iW8SVJ4iILHSMnSFvb29UrlxZLVeWHU5OTqhbt67+eN3Yu9u3b6cK7GS7Tp06GZ7HxcVF3XIjJj4JP+++jJ93XUZMQrLaVzvAG2M7VkaLisXSTe7Iiqzruj/kDhbt6onjDknwkFx1bb9iUEdERERZsqjBWjJ+LiQkJFVQlpmUlBScPHlSf7zMgpXgbsuWLam+2R84cABNmzY1eXmXHb6Olp9vU5MjJKir6ueBHwc2wKrXmqFlpeI5DurWnwpFi2lb8f3ffbHbIQaOWi3KhXfD+QfVTV52IiIisj1mbbEbO3YsunXrprpfpft0woQJcHBwUF2rYuDAgShVqpQaAyc+/vhjNGnSBBUrVlTdttOnT8fVq1cxZMgQ9bgEUqNGjcInn3yCSpUq6dOdyOSMHj16mLz8Tg52iIxLQvni7hjToTK61CwJe8ljkgsS1A1fdBSNvJfiX59wta9yaF3si2qBfYuOYu6AeuhcM3sBLxERERVMZg3sbty4oYK4iIgIFC9eHC1atMD+/fvVfSEzZO0NZoDev38fQ4cOVRMhfHx8UL9+fTWurnr1/7dovfPOO3jw4AFeeeUVFfzJOdevX58nOeyerl0Kzg4O6FTDF44OuW/8lO7XSX+dQRmXk7jk+6+EqKgbURI7ox6lZ5FQUR7vUN0PDrkMHImIiMj2WdTkiYI6MHtfSARe+mkTypf/BNed7VAlzgFHr06CJk3cvWRoEzStkPOJGES2hpMniIisYIxdQXUnJh4NSn6lgroiyRpcvvF6uqBOdxwRERFRRhjYWYDbV2bguFcs7LVaeN7qhIgUf6PHlfAw35JoREREZPkY2JnZxZCN+PH+JnW/dkRpnHzQLt0xMqqupJcrGgUWMUMJiYiIyFowsDOjuLhwvLVjLOLt7dAgxQV77g5XQZwh3faEbtU5cYKIiIgyxcDOTLQaDT5d9SwuOWhRPEWLGU8vxjcDGsHPK3V3q2wz1QkRERFZ3coTBcmqreOwJumuGlc3rd4YFC1WGZ2LQaU0OXj5npooIWPqpPuVLXVERESUHQzszOD8xXX49Po6wN4OI4rUQ8M6L+sfkyCOKU2IiIgoN9gVm8/iYu/grZ3jkGBvh+YohMFd55m7SERERGQjGNjl87i6j1c/hysOWpRI0WJKt99g78BGUyIiIjINBnb56I8tY/F3cjgctFpMr/8OihSpaO4iERERkQ1hYJdPgs+vxdSbG9X9kUUbol7tgeYuEhEREdkYBnb54EFsGN7aPR6JdnZoaeeOl7r8aO4iERERkQ1iYJcP4+omrXoOVx0AXzWubgnH1REREVGeYGCXx5ZvGo11KffgqNViRsPx8PYJNHeRiIiIyEYxsMtDZ4NXY1roFnX/zWJNUKdWf3MXiYiIiGwYA7s8EhsTirf2fKDG1bWx88CgLj+Yu0hERERk4xjY5dG4ugmrn8V1B6BkihafPL0Ydva81ERERJS3OIr/MaRotEbXdV268Q1sTIlU4+qmN/oAXt7lzF1UIiIiKgAY2OXS+lOhmPTXGYRGxev3lfRyxRsNr2J62HbAzg6jSzRD7Zp9zVpOIiIiKjgY2OUyqBu+6Ci0afbHxtzEz1e+QJKTPZ6w98QLnb8zUwmJiIioIOLAr1x0v0pLXdqgDtCgZqmvcdvJHr5JGkx8agnH1REREVG+YuSRQzKmzrD7VadF0Xk4VThBjatzuNkL5+65m6V8REREVHAxsMshmSiRVhW3vThd/IK6X+NuJQQ/bGL0OCIiIqK8xMAuh2T2qyEP+7tIKbUKyXZ2qBnrgt0RLxs9joiIiCivMbDLIUlpIrNf7dSWBjVKzVbj6vySNDh1803YwV49LscRERER5ScGdjkkeeomdKuu7rco+hNOF06Ek1YL3OiNWM2jYE4el+OIiIiI8hMDu1zoXLMk5g6oBzu7QHilaFDtThVciG8MPy9XtV8eJyIiIspvdlqtNDeRoejoaHh5eSEqKgqenp6Zpj7ZfuIwYjR+8PUqpF95gogs4zNKRFTQMEHxY5Agrl2dhuYuBhEREZHCrlgiIiIiG8HAjoiIiMhGMLAjIiIishEcY2eEbj6JDNAmIsuj+2xy7hcRUWoM7IyIiYlRPwMCAsxdFCLK4rMqs2OJiOgRpjsxQqPR4NatW/Dw8ICdHdOXZNZqIsHv9evXmXLCRHhNs0eqLQnq/P39YW/PESVERDpssTNC/lCULl3a3MWwGhKAMAgxLV7TrLGljogoPX7VJSIiIrIRDOyIiIiIbAQDO8o1FxcXTJgwQf0k0+A1JSKix8HJE0REREQ2gi12RERERDaCgR0RERGRjWBgR0RERGQjGNhRpqZOnYqGDRuqZM0lSpRAjx49EBwcnOqY+Ph4vP766yhatCgKFy6M3r174/bt22Yrs7X57LPPVCLsUaNG6ffxmhIRUW4wsKNM7dixQwUY+/fvx6ZNm5CUlISOHTviwYMH+mNGjx6Nv/76C8uXL1fHy6odvXr1Mmu5rcWhQ4fw/fffIygoKNV+XlMiIsoNzoqlHLl7965quZNgo1WrVoiKikLx4sWxePFi9OnTRx1z7tw5VKtWDfv27UOTJk3MXWSLFRsbi3r16uHbb7/FJ598gjp16mDWrFm8pkRElGtssaMckaBDFClSRP08cuSIasVr3769/piqVauiTJkyKgihjElLaNeuXVNdO8FrSkREucW1YinbNBqNGgfWvHlz1KxZU+0LCwuDs7MzvL29Ux3r6+urHiPjli5diqNHj6qu2LR4TYmIKLcY2FGOWphOnTqF3bt3m7soVu369et488031ZhFV1dXcxeHiIhsCLtiKVtGjBiBtWvXYtu2bShdurR+v5+fHxITExEZGZnqeJnBKY9RetLVeufOHTW+ztHRUd1kzOLXX3+t7kvLHK8pERHlBgM7ypTMrZGgbuXKldi6dSsCAwNTPV6/fn04OTlhy5Yt+n2SDuXatWto2rSpGUps+dq1a4eTJ0/i2LFj+luDBg3Qv39//X1eUyIiyg12xVKW3a8yO3P16tUql51ujJeXlxfc3NzUz8GDB2PMmDFqQoWnpydGjhypAhDO3jROrqNujKKOu7u7ylmn289rSkREucHAjjI1d+5c9bNNmzap9s+fPx8vvviiuv/ll1/C3t5eJdFNSEhAp06dVAoPyj1eUyIiyg3msSMiIiKyERxjR0RERGQjGNgRERER2QgGdkREREQ2goEdERERkY1gYEdERERkIxjYEREREdkIBnZERERENoKBHREREZGNYGBH+pUlRo0alefPs337dtjZ2aVb4N5W5fa6JiYmomLFiti7d+9jPf+7776rliMjIqKCgYFdASHLf0lAlfZ28eLFfA1qmjVrhtDQULXGbH4EkHKTpbnk+erWrYt33nlHPb+lB6zfffcdAgMD1fV6HGPHjsUvv/yCS5cumaRcRERk2RjYFSCdO3dWQY3hTYKH/OTs7Aw/Pz8VBOWH4OBg3Lp1C4cOHcK4ceOwefNm1KxZEydPnoSlklX+5syZg8GDBz/2uYoVK6bWmdWt+UtERLaNgV0B4uLiooIqw5uDg4PRY+/fv4+BAwfCx8cHhQoVwpNPPokLFy7oH4+IiEC/fv1QqlQp9XitWrWwZMmSVC2EO3bswFdffaVvObty5Uq6lq0FCxbA29sbGzZsQLVq1VC4cGF9AKqTnJyMN954Qx1XtGhRFaANGjQIPXr0yPI1lyhRQr3OypUro2/fvtizZw+KFy+O4cOHpzrup59+Us/v6uqKqlWr4ttvv9U/JuWWMi9dulS1oMkxEhzK69M93rZtW3VfrpccK69fR6PRqJbCIkWKqLJMnDgx0zIfOXIEISEh6Nq1a7oyLFu2DC1btoSbmxsaNmyI8+fPq6C1QYMG6trJ+3T37t1U5+vWrZsqOxER2T4GdmSUBCaHDx/GmjVrsG/fPtWK1KVLFyQlJanH4+PjUb9+ffz99984deoUXnnlFbzwwgs4ePCgelwCuqZNm2Lo0KH61sGAgACjzxUXF4cZM2bg119/xc6dO3Ht2jXVhagzbdo0/Pbbb5g/f74KzKKjo7Fq1apcvS4JiF599VV1njt37qh9cu6PPvoIn376Kc6ePYspU6bgww8/VF2Yht5++2289dZb+Pfff9Vrk4BJAlx5XX/88Ye+hVBeq7x+HTmPu7s7Dhw4gM8//xwff/wxNm3alGEZd+3apQJRDw+PdI9NmDABH3zwAY4ePQpHR0c8//zzKmiU55Pfk651eS2GGjVqhBs3bqjgkIiIbJyWCoRBgwZpHRwctO7u7vpbnz599I+3bt1a++abb6r758+f18p/jT179ugfDw8P17q5uWmXLVuW4XN07dpV+9Zbbxk9p862bdvUue/fv6+258+fr7YvXryoP+abb77R+vr66rfl/vTp0/XbycnJ2jJlymi7d++eYVnSPo+hdevWqccOHDigtitUqKBdvHhxqmMmT56sbdq0qbp/+fJldfxnn32mfzwpKUlbunRp7bRp0zJ9PrkGLVq0SLWvYcOG2nHjxmVYdrlmTzzxRKp9ujL89NNP+n1LlixR+7Zs2aLfN3XqVG2VKlVS/W5UVJQ6bvv27Rk+JxER2QZHcweWlH+ku9BwrJW0IhkjrVbSGtS4cWP9PukCrVKlinpMpKSkqJYt6Rq8efOmmsWZkJCgumVzSn6nQoUK+u2SJUvqW9OioqJw+/Zt1eqkI93H0looXZy5Ia2PQro2Hzx4oLo9ZTybtC4adv+mneAhrXQ6cn2k+1N3PTITFBSUatvw9Rnz8OFD1d2b1bl8fX3VT+kGN9yX9tzSSqlrGSUiItvGwK4AkUBOUmiYwvTp01X336xZs1RgIeeWGbAS4OWUk5NTqm0JuHTBV17QBWPlypVDbGysuv/jjz+mCmRFRuMPTfH6MgtKZcJDRpM7DM+lm4CSdl/ac9+7d0/9lLGFRERk2zjGjtKRSQTSYiVjwnRkLJmMH6tevbraljFq3bt3x4ABA1C7dm2UL19eDeRPOwNWWvYeh7SaSSuUTBDQkXPKGLPckNawH374Aa1atVKBjpzb399fpQORoNfwlnbG8P79+/X35frIJAe5VrrXqivb45K0LOfOnTNZcCtjICX4q1GjhknOR0RElostdpROpUqVVNAmXZPff/+9GsQviW5lBqzs1x2zYsUKlUBXZoLOnDlTdZnqAj9di5gEhzJoX2ZsyqzQ3JAEu1OnTlXBlsxYnT17tpq1m52UKdItKRM9YmJiVCAmkxfCw8Px559/6o+ZNGmSmnUrQaTMyJUuZZk4Is8xZswY/XHffPONet0SzH355Zfq8Zdfflk9VrZsWVWetWvXqkkm0v0przm3XebSknj69Gk1+/ZxyaQK3UxaIiKybWyxI6NkBqqMY3vqqafU2DJpPfrnn3/03X4yM7NevXoqR5okIpY0HmnTj8jMVunOlGBPWsdktmtuSHoTSa0i6VekLBIwyfNmNA7NkIwLlBY5eS2fffYZ2rdvr1qwDAPQIUOGqHQn8pqlW7l169YqDUvaFjv5fblJC+Xu3bvVjGHpNhUS9EqAKAGwtAKOGDECuSXjGXv27Klm65qCpDoxHD9IRES2y05mUJi7EEQ5IWPIpNXs2WefxeTJk/P8+aTFUYI8SXNSp04d5IcTJ06gQ4cOamJHblv+xLp161SKFjmfTPggIiLbxhY7snhXr15VkxtkDJ9MKpDkwpcvX1Y53GyVzH6V/H3yOh+HzPqVlkgGdUREBQNre7J4stardI1K1640MMu4M1kaTDdxwVYZrl6RW3369DFJWYiIyDqwK5aIiIjIRrArloiIiMhGMLAjIiIishEM7IiIiIhsBAM7IiIiIhvBwI6IiIjIRjCwIyIiIrIRDOyIiIiIbAQDOyIiIiIbwcCOiIiICLbhf5CVsxq7LfmTAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# First plot cost as a function of depth, touchdown_distance, and floating_cable_depth to get a\n", "# sense for the 1d relationships\n", @@ -1043,31 +965,10 @@ }, { "cell_type": "code", - "execution_count": 10, - "id": "75fbcb4a", + "execution_count": null, + "id": "ef72e183", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "RuntimeWarning: /Users/rhammond/GitHub_Public/ORBIT/ORBIT/phases/design/_cables.py:405\n", - "The iteration is not making good progress, as measured by the \n", - " improvement from the last ten iterations.RuntimeWarning: /Users/rhammond/GitHub_Public/ORBIT/ORBIT/phases/design/_cables.py:405\n", - "The iteration is not making good progress, as measured by the \n", - " improvement from the last ten iterations.RuntimeWarning: /Users/rhammond/GitHub_Public/ORBIT/ORBIT/phases/design/_cables.py:391\n", - "overflow encountered in cosh\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Warning: Catenary calculation failed. Reverting to simple vertical profile.\n", - "Warning: Catenary calculation failed. Reverting to simple vertical profile.\n" - ] - } - ], + "outputs": [], "source": [ "# Then create functions of two variables.\n", "# NOTE: The parameterization and plotting are split in two blocks since the ORBIT model takes\n", @@ -1120,21 +1021,10 @@ }, { "cell_type": "code", - "execution_count": 11, - "id": "0cfd9b06", + "execution_count": null, + "id": "d9099c49", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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FwZmMNcN+QgYL5Q/4Ts7XaM51Mdivwn060kWcj5h0Hh44XjXe+1VXXWXPwbBpnf3GN75hi7gYA7XMsogQoHOgZZWUD+FgB27Cg7XWjxdIF8DMf/rTn1oYmoXtbvoud8/2FAIyRSSBRT1WYOD++c9/2sJyIO3F8WBBkNIqXNiFuXGiUMUCdMgEcC4QdSs+VmPxMNg+9ruwhZjv/fKXv3zI+0gbQCYQriz8Xm7wRO0KDbkjTLQQY/wciYJIkPpz3mth7dNkgvoThPHYr6FEUKmF6+3tPeQ5zgukq/AaGOw65foqPgdca2OtSRrJuR7LWgwwtThabOhgIPrC+173uteZ81QMCIeT7HDRk8J1RAQP2YOBsHfvXv3mN785xI4jiYKtQqpmIDDFgHWNjIBLu03UmsHpJZuBI4mIqAO1b9wDiG4Xg/NVfO+59tprD7Eb3EOwp8Xn2v39kYhZGYmiFoSoAieUi53Ff8MNN1gUAs+gUJiQeiGKgiEar3/9682z4m+4UAhdF2vjoJtBmJaLCU+GtA5/jwBd4cWNYSDqQygbQ4NeyESAz8KLI0RMfh6vqhDs67/8y79Y7p/QKscA75FFjfEYK9773vea0eHiJz1IigciQsHwr371q/5C5OOPP970o9Bd4abP+9A2Kl5cvJ9jhAeIoaA4GYLDeUMjZqBFOhT4HKJtbCf5dqezMlBNAOFv9gNv8rWvfa2pfUO2KMovVs2FIKGBtGvXrkPIEtEnbhwQyMlIkeKtETHCCGNQuQ4x+BhLzj26MEP9rbtGOQ4U7WKgua4L1YcHu065qaBYzTlhBMTDDz9sUTcXdRgtRnquR7sWA0wejmYbOhggLD/5yU/s/ThRhYrlRPtZn05hHaFKCAjXPJpYrNtvfetb9t0DkU1sNbYI/SPqGL/zne/YMRyMdLl1Re0Ttgy7y7qiiBvSgtNHhIqI2HCgWQRbQ6oOIsM2YNOJEHHvKFSnh1Bx/rER7CvnCWcaG0EEG9tbGK1es2aNnVuaB3DgcKTQBytMB/IZgPsKEU7uVZOtkj6l8GYRXPure6CVsWDBAmv1pO26o6NjwL/bsmWLtbbz3lgsZnogz3rWs7xrrrnmsM9GZ+cNb3iDaQpVVFR4V1111SGt8gANDNrj0VTib1yr7mDtwwPpfwyFb33rW/Z+Pj+ZTB7y2tatW01PCX0P9JXQ5UAf6MYbb/RGg4FajDlO6MOgZ8Jn0/7/hz/84bC/5X20INMS77SS0GYaaB/vuOMOOz/sC62zaJCgqVIoccDzxUBrqPjy5Dy84hWvMN0m2rD5t5N8KJQ4AByP888/31pwef8VV1zhPfroo4d9D9cMrbtsH636Dj/60Y/sc/mOYtCyPJDmDMdzoLbtYhRew8gucLxpdUba4JFHHjns/cUSB01NTdY2jM4Ox45jcfbZZ3u/+MUvRnSd0qqOFAMt1hwfjtOdd9552Pa767ZYTmMg3aqRnOuRrsUAk4fAhg4P2vtf//rXm7QLx4fPYI1wLRfKPPzud7+zaxxb6bSSvvOd7xwmAePsxfXXX2/vx26ydovX1WD7iI1DegUpAP6Wz0MzCw2poeDWqXugncf9Alvxvve9z3S1BgLSNryOdhP7j24Tchb//d//3S9dUSif8LnPfc5bunSpbRuSM06axQG7+ra3vc30o9CbcnZ9KAkGnuceMBsQ4n/TTeRmAlBvhenD0gvHIQQIECBAgOER2NCjB0SkSPt+9rOftaaDoxlHTE1UgAABAgQIECDAVCIgUQECBAgQIECAAGNAQKICBAgQIECAAAHGgKAmKkCAAAECBAgQYAwIIlEBAgQIECBAgABjQECiAgQIECBAgAABxoCARAUIECBAgAABAowBAYkKECBAgAABAgQYAwISFSBAgAABAgQIMAYEJCpAgAABAgQIEGAMCEhUgAABAgQIECDAGBCQqAABAgQIECBAgDEgIFEBAgQIECBAgABjQECiAgQIECBAgAABxoCARAUIECBAgAABAowBAYkKECBAgAABAgQYAwISFSBAgAABAgQIMAYEJCpAgAABAgQIEGAMCEhUgAABAgQIECDAGBCQqAABAgQIECBAgDEgOpY/ChBgIHiep3Q6rUwmo1gspmg0qnA4rFAoNN2bFiBAgACD2qpIJGKPwFYFGC1CHldTgADjRC6XM4OUzWaVSqXMGPGARDlChZEKSFWAAAGmE/l83mwVD2wVNgk4W4WdChzAACNFQKICjAtcPhAnHvzb/Y7xcb9jtEBAqgIECDBdwBY5Z8/ZJv6NDQpsVYCxIiBRAcYMDA6ECcMEMDDOy3PenYMzUsWGynl9gaEKECDAZMERpkJb5QgVdqf4vQGpCjBSBCQqwKjhjIvz6FzqDjjDVEyiBvqM4gd/wyMgVQECBJgoOJuEzSq0JziAA5GoYgQOYIChEJCoAGNO34FCAgV6e3utYLOkpGTUn1topNxnB6QqQIAAk2GrqIfCViUSiVF/brG9ChzAoxcBiQowYrjoE56dIziFaGxs1EMPPWTvqaioUG1trT1qamrMsEwEqXLen/tZbBgDBAgQwNmqwshRoZ1oa2vTAw88YE5fZWVlv62qrq4et60KoupHFwISFWDEBZl4dMUhccBzmzZt0s6dO7V+/XozRB0dHWaoWltblUwmDyNVw4XQhzJUhSnE4pB6QKoCBDh6UVhqMJCt4vXt27dr8+bNWrVqlerr681WYad4EJ0qJlXjsVUOgQN45CIgUQFGXZBZuPB7enr04IMP2uunnHKKpfGK6wwwTM5IOUNVVVXVb6j490SQKraFz3EkzXl/AQIEOPIxnK0idUekvLu7WyeffLKRJZ4rtD04fM7548HrEKlCWzVamzKQrSICxr/5zMABnN0ISFSAQcGi37NnjxEjDE7xAt+/f782bNighQsX6phjjjFDMJJiTQxVIanibwoNFd81FkNFNIxtXr16db9BKoxSBaQqQIAjv9RgoLRZc3OzESjsy/HHH29ddvwNDt1gtgqbUmyr+HycNGeriLCPxVYRDYPMEbkvjKoXCn8Gtmp2IFAsDzCkngqLHZKEB+bAa4899pj27dunE044QQsWLBjV55eWltpj0aJF9l1EkJyR2rVrlxk3Z6j4ORCBK0axuGehDgzeJCiuUQgMVYAAR3apAa+TusOOQViWLl064mgP7ysrK7PH4sWL7bMgPs5W7dixoz+a5OwVpGoktgoU2yrngAakanYhIFEBhgyJOyE6h66uLkvf8fx5551nBmY8wFiUl5fbY8mSJYcZqm3bttl7Cr0/3juYoXLPF5Iqt1+FpCqIVAUIcOTZquJOYWwV6/2cc84xZ6wYo0mf8V5IEg/IGN+PPSy0VWxDoa3CPo7GAXT7VUiq3L4FtmpmIiBRAfpRqObrFrZTHgek9h599FEtW7ZMa9euHXARjzenP5Ch6uzsNCNFSH7Lli1mQJyR4kFUy23nUOSq2FAVjn9w7yk0VK74M0CAALND+8mhoaFBDz/8sObNm6fTTz991B13IwHfCTHjgU1kW5ytolOZCBjfW2irKI0Yi60KHMCZi6AmKsCQeir333+/1SvhcWEYTjrpJM2dO3dI41ZcrDmRwFAVdtPwb0LeeH98L4SK+qzRorDw0xk4jNJA3X8BAgSYGWOmBuoUfuKJJ6wsgNonSgYGA+/FZkwW+eDz29vbD7FVaFJhq9h+vpdyiPHYKofAAZw+BCTqKEexnkqxQbn77rtt8eNtQaCGE9GcbBI10PdhqOio2bt3b7/QZ6H3N1oxveFIVTD1PUCAqQfrkWg0P6nRHKxTmPVK9x1p/+E+bzJJ1EC2CjvFg3pS5/QV2qp4PD4htqqQVAUO4OQiIFFHKUaip4LuEwXkLO4zzzxzRItwuI6XycTjjz9u24j2i/P+CK9Tl1CoUTVRhmqgOoXAUAUIMHm2auPGjbbuiqPNkJJHHnnEIk+8NhJiNNUkqhCUJWAnSTc6W0W0H+JXaKtw2EaLwAGcWgQ1UUchhivI5DWkC/CYICQs5tmy4DAObDMPty9O94XCT4rWx6Km7rplgPM7nBHGGAakKkCAqW904XmI1YEDB3TiiSdq/vz5mi3APsyZM8ceAFvibBUki8iaE/7ETo3FVhWTUFdTFdiqiUNAoo4yDKenwgImJM7iPf/8862+YLTByulajANtJ54XNVyujqvQUFH4WWioRqqm7vZvMFLFA8JGsSnh+sBQBQgwMbaKn64RhMgNo1tYX3QKs9ZmCwayVUTIiUzxKBYpxg6PVU19OAeQjAMRPKJgga0aPQISdZRgJHoq3PghFnTerVixoj+3Xji+YKZjuIU/lKEiHTgWNfViUsVxprAVbRk35LRQF8YZqcBQBQgwOlvFT17bvXu3RaCWL1+uNWvWHJGdadRyosHndPgK1dTZ97GoqQ/kAHIscTKDqPrYEJCoowDDpe9YOLQDk+o6++yzbWE6FIfPZzLGsp0DGSpHqihUd2rqRKjq6upGpaYOYSoU0+OBdg0oFAYNBpQGCDAyW8XrrM2mpiadeuqp/amw2YjRrnUnUoz4cbGaOkTIqak7WzUSNXXnJDvCVGirih3AgFQNjIBEHeFgYSFNgLouHStDjUMgJF5cyFioE3U0YDA1dTxADBUGp3hETfExLZwc734WeoABqRob3HUYHJMjEy7FNJj2E124RHh5nlKDsXTdzhSM16YOpaaOrSJFx3PFI2qKj6mzQ45sDWWrIFWFkarAVvkISNRRoKfiZACK9VQoXmQcAt0sqIUPtAhc+Hw2YCgBu8lQU4eYgmI19cHkIgo/dySkqlij6mg2VKA4InE0H4sjdczUQNpPPMdaYzYma4zXZzOBcphoWzUWNXVH5sZrq8JHMakKSNRRov1U6PmMZBzCbEznTTaGU1PfunWrHS83Z5Bw+2jGPhQbKs6fM1R8bnFI/WgyVODrX/+6aZWRcp4OCY0AU5++w0bRKYxW3RlnnGHrjcj6bMdkOwEjVVN3pRvYGUjQWG2VdxQ7gAGJOgq0n7iIHaEa7TiE2VRYPtXRCb4LwsSDAldnqGi3dkKlxWMfRtJBNBSpIpyOsToaSdVb3vIWi5pecsklev7zn2/paWo/AsxuW1UoEDlQpzDri1IDmkKIBM8WezSTgG2AMPGgacipqVNbBu699147vsUjaoZDKHAAAxJ1NHh0/NvpqVDXM9w4hKO5JmoiDBVGAvG/Cy64oH9EDb/T/UcaYrRq6sU3GGeoOKc8iusUCsc+HCmGimub/XrWs56lG264Qddee60d36uvvlqnnXbakKOIAsyeMVPudaK6POgUxkEprC88UuzRdK5NbIVL6VFnduGFF/bbKmakIrJcPPlhJCLFoaPQAQxI1FGg/cTFy2ssEDy64cYhFCJI540eLgpYOCgZcNNws7QwXAxzHoua+mADSl1buHv9u9/9rnmdz3ve8zTbQQSCffrMZz5jadIf//jH+s53vqMrr7zS0jyvfOUr9YIXvGDAQv8As2fMFLaKRhfO8VlnnXVIp7B7/5EQiZopNpVj6UbEENV1kV3siJNToB4NNfixqKmHRugA/vznP7fPf/nLX67ZhoBEHcHaT4AICDUFYCy1JLPJ85spxcaF3S6FwFANpKbOgwJ/CkGpt3LFn6M1VMWk6pZbbrFozZEASBTHD6NLSvR1r3udPW699VZ99atf1Vvf+lZ98IMftJTf+9///une3ACjHDMFSC1BoFgfyBcMVGpwpJAoMBNslSNRxeDYF6qpc95ckXqhmnpNga0aqZr6QLbqb3/7m3UZzkYEJOoILcgsHIdw3HHHWR3UWBbtbKqJmumGaTRq6sVjH5xC8WgMlRtxcySACB7Hh/SnM7zg4osvtge1fp/61Kf0+9//PiBRs8xWsV4odCbiceyxx9rNdLD1M5ucuqEwU/bBEdqR2KrBRIo3bdpkabqxqqnPdlsVkKhZCNcOPJhHR3EzBZluHIK78Y50wczWdN5M2c6xHOfJUFOfzYZpoHN77rnnHmJ4XXQDcMw+//nPT/NWBhhtqQFpO2wV0XTO73DXaxCJmpqo+XjV1LuSae1Il2tvKqbKslKdv26ezlpRq/Ag+4ytGqpLfCYjIFGztCBzMD0VCscpCiwch+A8wLEYn9F6fnwXJG40yt5HGsZKosaipl5Mqgq/l0jWaOrfZiq4/mjT/sIXvtD/uyNSM+FGFGD02k+AKDmlBgwNJgI10sjFTHGWxoOZsg8jjZqPRk29O5XVR697XPfvblcmm1I+36k/bjigc5ck9Jqz5qt+gMkPkKjZaqsCEjVLwMXuhDNBsVHiNQxSS0vLYeMQ3MU6VhI10r+jpuf++++3mzcG0Y0f4MECm4ob3mz27karpl489qFQTZ3UF+djvN7dhz/8YX3kIx855Ln169cbUR8IpNZuu+22w56/7LLLdN11143quwvJEgaWff/HP/5hr/E7KQRSP67TdKLIa4DxwQk9kqJDkmKgUgMiqzgCdApz4x0pJjIS5YqnR5p6OhIxGWvm+o2NenBfl+ZVlaok5nfotfWkdW9DViftaNWCXbsOUVMHrh50NtqqgETNcLiUBTdJ2PqqVasGHIdASJybzEDjENyNaCzGZ6TpvP3791vdFSKURA0gUhA6hN3ImZOqcoRqpO2yR7t3N9axDzze9ra3WbH6xz72MTv+FF6PFdzobrzxxv7fh6rL+vWvf90/bwsgQoqe0wtf+MIxESja3H/xi1/YtcW1RJST68rVSK1bt07f/OY37Zq66667LCU0WwtUjwS46BPnhtEjRJgK1wLXKLYKUGrA9TsaTBSJYjtw+HBEnPPh7NNUdHjOlCaYySBRf9vaqkgoZAQKsJ+15Ql1pfNqi87RC88/9RA19fe+973WUPClL33Jmgve/OY3j3mbpsNWBSRqlqTvWOzFo1sKxyGsXr1aK1euHHRhjtX4DBc+5zPxKtEWQU3aTQN3IpS02GNYi9tl8Tqc0ZpIT/BINUyjVVPHkDCq5swzz7SIwHiAIXIpxeFQLH75s5/9zG6UozVM7M9XvvIV/eEPf7Dv57p62tOeZtfJj370o/72aK6lJz/5yXr6059uBIsb97vf/e5RfVeAidd+cjevQrJA5InzxfUJ+R3LGpmIdB4OH1F7yDb2CXsFMefB9QMg5YVR9CMVY4maP36gS9dtaNDjDd2qLYvpyevqdcn6OYqG/fOcyQ1MEDlrubx3mJr6b37zG2t+ggD985//HJfDNx22KiBRs6Ag0+l4FM6wY+HjnXPjQCfHhUUHw3hI1GB/58bHuKLQwrlxheDGV9jaX2i0KEJkPws9wYEGZc62SNR0p5U45pwfDBIEezyApJMyQ3yP8/zJT37SjN9I8O1vf1sveclLxlTvwDWB9tNLX/pSu5GxT1/84hdtO1BY/ta3vqVf/vKX9pOOPMh8sa5QgKnXfnJTEgA2i+dZ53RQ4um7xomxYDyRKP6OaxmidOKJJ9p2YIu4niBULqLrop3UbD3xxBMW2S+Moo9EdmQ2OXyj2Y6H93ToszduVVsyo7J4RA2dKSNVO1uSev35vk04e0WNPZfJ5RWL+HawJ50zknXi4sPLCzi+XCevf/3rzembbbYqIFGzRPupcHQLC5zwZ+E4hMkyPoOl89iGBx54wGqv8CBGE0lie13BNJ/tUn9EqkhBOTVdZ7hGMn5gJmGyaqJGA44p2zHemii0xb73ve9ZbQGaY9QcoG6MJz/cZ+NV8j6M01jwile8ov/fboQEIqXU0LgIKNtAEwXimxjAIzlqMJu0n5w9QAUbUVnWPKUG413LY7VjRC2xV2yr6wIc6HMKRzkRpSoUnWSIr7vuC6PoY1nrs9HhY5uvuX+fEahltQdrXNuSGd38eJOeduxcLa8r1WXHz9OdW1ssUhXlLSH/889bVWsEa7K686bLVgUkahaNbmFBox9EnQjhcBj2SL2IsdZEFYfP+TdExxWNkjIaj0flioZ5EOZnGzG8kCo3KoUboyNV/Bwqzz0bvbvJAEYJjLdY85nPfGb/v93wX0gLdUqvfe1rh/xbDBIeP8rT4zXybpwNBIoolCP3LiTP9UjN1Hi+K8DEaT85cK4oM6BTeCLWhLNHo6kpggBBoLhWRjIvdCjRSciYc/hITWKTXXcsn48dm+61P14S1ZXKqqEzraqSqOZUHHTQO1M5bWnqUU1p4aBiTxWxkHZ2pXX7hh06oT6k7p6kLpmT1Bwvr5ZQhSpLEzpvVZ0uPWZOf2SqEEQDeYyXRE2XrQpI1Ay6mLmQBtN+4nmiC9QecXHgKU2F3lMh+cJowtapzRpoJMNEgO2ka4MHwEhhsDBcEEhqw1xbP0arsK1/Nnp3k0miIB0jmc03GnBeIPDD1Vnx/dQYfPSjHx33cSSSwTXADZD0Hh011C1QSE57PL9/4hOfsGv18ssvH/P3BZgY7Sdeg2AAal1wtCYKhWt9OLJSWDM6WqdzMLCeIPI8XDOHI1U4t258irNPg62/mVJYXhg1z+Y9/fah/brpsSZ1pLJKRMI6eUmV5lXEde/ODvVkcmrqSqs0GlLEyyibzSlDx7jNxfOzE43yP6s8FtJzT5qrU45bN2UO33TZqoBEzQI9FTxsbiSgUDxzNBhvOo86AbpZKLwbaQpxIuCKip2qN2kdV08FoWSfnCdYWDM2nZgpJAqveKK3g64ayGxhqm0gUKuE1z6eWVhu2xHRpM4B4k6K5alPfare85732HVJeo/CclI0X//61y2UH2D6xkyR+qJOkmuPtTvRAoru+4ZbY07yBXIzkprR8TZzQNDYJhxMbBPd1NSBcRxc6o+b+kyTUiiMmqPl9Mv79qk0FlZ9WUzd6Zx+fs9eKwaviIckL6+OlKesJ3mVUknEjwq2paTKeEjLKw9eC6FwSOtWjawWyZGoidaJmipbFZCoGT4OwRVCEpZkYY6FQLnPHms6D4OEPg83sJGE5V3IfTI8LWoquKE6rSQWCkaL1lgMGAuSn85wTRXZm2k1UROhuwIgK1dccYVdf3RXfehDH7IbAcXegMG/FORSwFkcHn/uc5/b30wwFlCnwE345ptv1jve8Q7z9Emr/PCHP9Qb3/hG/cd//Id+9atf6dOf/rSuueYai0oFmB5bVZjmx0ZgK4gQTrS6+Eiizk6vjigQDt9g0aCJtk+ulpMHzRxu3hz2yU0ccA00vDYT4MhoKpvXTY83KxYOqTIm9SaTau5MKZnJi6OUCIeUiECcpH3d0oFuqSzmnwOiTucsCGtja17ZvLS0MqTzjlmishHWv2Gzcc7HazOny1YFJGqaUBh9Gkh5mdQdHh3vw8vmfa79dqpIFO+nmBISRSrFRYOGw1SFqgtbZVk49913X7/GC8eK6J2TUnBDMqfCE5wpNVET4dlB3DFCaKhw/hloDKF21wLHudj4ccO444479Je//GVc3w1pAtyEuDHeeeeddmzpSiVtx5w8zjevU/dAq/RnPvOZoC5qisdMUYZAowvXHN1VLhVfOC1hojCccLDTqyMytHbt2mFvzJO5TovnzWHTHakiYoezR/3nVEkp0C338N5O7WnrVXk8opMWV9n52d2W1K6HtmlXY5uiyqsjE1aeVGXaMwIFchzuiBSPhFST8MnUafPCKo1K6Zx0066ckqhbhKR4OKSWeEZvX+71yx4MBdb2RNSSTZetCkjUNOupDESgnI4JeXeKt7nxY6DGY5BGS6KoPaIYk+3k+0dKoKYbkCangIxxd0YL1Vp+dyq5kymqx3GeqDbosQKDjXc33v2jVmAo3HrrrYc9R0ptIurTLrnkEvuJh8j+nHLKKUaUiEI+61nPsu8gvcv1Se0DRcy8L8DUjJkC3LAgUKwroj6F131hR/FEwX1/8fVVrFc3E6OSheK4HDNIE8drsqUUQEdvVt+8Y4ce2delbC6vTDankJdTb0+XujJSNJZUZ5oicam0L8LEoeYww4MO1oOHlPfyqkmEdOHiiA70ePr+xoxFoKoTxqH4MF2/sUnr51fq8hOGl7OYqPFU02WrAhI1jXoqxay4cBzCCSeccIhoGAZptF0pYyVRpMaIgmGI8Ogo4J2NIJXHPvBwY1JcPRUFpxzHwiLQifIEZ0JN1ESl86YTjri/5jWvsZQdMgacOyIM3/nOd2z/uFYhw6wbHI3JqH05GjHcmCnWE6k7UnjciOisLbZLkxGJGmj6wkB6dbMBlCZw3AaTUihsoBmrlILDdRsO6J7traqJe0ooo65cTk+0esrlI5qTyCkekfKe1JSUouG8quMhxcKeCWRCoOJ9X53Oefa+Y+r8Jx5vzas3K9VCoNAzjERUWVGife0p3fhY04hIFLZqIhy+6UJAoqawnoCbON7FQB4dFxKGgNcGGofgFhBGabIKy9lOUig8GNdAVw03ptk0NX2whVg4JoX9Yp+cqB6RPzxBjJojVePxBGdC581sHuhZTEYRDP34xz9uhAnHgpvL3XffbecPh4M14WZmBSRq4rSfBis1cKSFyO5QncI4fpPR7FFoy8ajVzfdKDyug0kp8KDTkePoZpFyjQ+W/nJRlX4Np44u7drfpD/dv1f5bF5ehGPnqT3tK4i7T6DjbmmltLOTNJ5PqNB4WlohdWal5l4/tUdUak1NWKfM9e9HSarMQwfJbWmpX39G2g/9qJHaqtns8AUkaooIFJpHdApAkIovfkLQ1O8MNQ7BGYexEprhSJRTQOeCLjSMY5VGmA6MZjvZL7w7HujYOE8QowWJhPA6UT2M1mg8wZkQiZrthqlQG42bB0O1r776ar3hDW8Y0IuFUE3WTMajtXh8IAJFpzCpKOp8htNcmox0ntsuV69JNGywSNhsxmBSCqRPuY8USynQIXfb5mY9tKdTXj6nlVUhVSqpnW1pix51pnPWTWcK8l5IyYxPijxSdgr5ZIoa07i0uDyk8xdFVBqR5paFtLs7pE1tFI17WlYZ1rrasJEpzsGCsjAJPnutLBGzSJSl2bN5nbBoZJ2ZriZqtiIgUVOkp+LGthQudG4QkCcME/UeQ9UdFUaiJppEUeCINwdpIBxeGIEprEEYiZGarYas2BPE23b1VC7aMRJPcCaRqNlsmCD1RAjdyAa6bigcpRAX0uRqdFwKljVEJHE27/NM1n7idaK1SEoQ8aEubThMRjoPsG3UOFJLU1jIPpswGodvOCmFux7cqBv3xXUgKZVE/dl1d231rOCbCBOnsivtKZP3FAlJOSsLkTJEmzxP8ZBv2718XjlPmlce1opq7ld+3e6Sck8rqmP9dbxIHfD3XCHH1IV0T0NIe7o8hWJhZZMZE+WsL4/pOSeNrC5tomqipgsBiZoi8czi2XfcDAiJ43GMZBwCF/l4jNJgJMrpmQw2wLhQl2WkofLpIlITmUbjfIzGEyxso54JEgezPRJF5BaV4ec973nWiYfEgRNaLQSGnRsK54UZehOtS3Q0YDihX9cpzOtE0kd6w5uMSBQRR1fsPpV6dZOBsdqqQimFRUuW6IE7NmlXZ7OqwyllulJKZkPqzJUpp7BqYiFVJ0LqTJF689NxpOkgSzyod4pGIF45daR97af1NVwTBx1+vg+CPdD2JiIhvWhtVA91lumRZoQ3PZ23slYvO3Ox1swtPypsVUCiJhGFHS0YFNflgjdHISykBfIy0sU0HqNUTKIgYy4Kdtpppw2qkTHT1MCng8CNRlTPiX5Od0SOELmLqs1GcD1Cnv70pz/p+uuv16pVq/plNpxKPZFC9IB+97vfWeQQ/agAo4fTdRuIQLlOYSJPpM1GU3M00ZEoIsLUB7ENbMtsJlCjtae9mZy2NPYomc1pQVVCJV5au/c3qrGlXRv2plSaiKgqUS5P5eruyEk9eYXznrqSaWVTFH+XiMQbOlDRsFQSktJ5CyqpLRVWLC8T1DypPqyt7Z4eac5pQVlI62ulsvjAI30casti+s+Lj7cZeZCoktjo6tICEhVgUANSGI1wkSjSZtTecENwc7+mwigVdrTgWXLzwRjhzQ0VBRuspfhoxlCieqQ8uKHzHMWhkymlMBQ4x7PZMLHt73rXu2weFhpQN910kxEqtwYgsURPaGdHZO/KK6+c7k2etXBR7kJwjEmZERFkpthYJAMmKhLFZ7AtkKiTTz7ZHNAjwR6N1CZsa+6xwb9723rVlUwpl0kpFvJTain4UsYzscx2hS1FBzkKhcKKxKTykqhFlbxsSGF5Cuezqgr7sjXZSESpTF4Xzc9oQW2VWlOebt6ds247f/ukxQ1hXbk2pyoUywfB6mWLFeurjRslfzoiOokDEjVF4EJxxon03Vi8qPFGooiENTQ0WGEoWiV4cyMVo5sNHXrTZViLRfUQeKNOg9SDE0gtHKBc3Hk5GZjtNVHufKKT9l//9V/2IOLHTR3yxE0dAjWburFmMgoHjWOrcPZw/LBVY5X+cDZnPMAhYVuwm65rGUdltpOokW5/D6NX7t2jLQc6VBnOqtzLaHO3p8Yez9J0PJqSeSss39fjq4vzyZkciuJSmYlhRhQKUcQUUnkirIR1TWaVzuQUyudUmdwvL5bSzfurlcmH++UKKBbf3ZXXX/dIl688lCq0pzzrzFtYXaKli+aP2+GbLTqEAyEgUZOI4i4SgFc31jD0eFqG2RYiYE6DyglSDocgnTe2bcAokJJycweJUk2FqN6REiIvvLG7ejxkN3jMtCL+IwUcazqFIasjVfweCpwzCO9YQZ0btVisJQYZO8I81hFWsw2pdEa3PLRTD29v1LxSX/myh3qndN50m+ipq4pLDd2+JAGq4rGwlO/rukMAM5Xl377t5v8ojNNBlw9xDKXViTbVVVVoY2dIXamcykO9SnkRO9aQaEa9PNaa19OWe5YKRJDzzzty2tzmF6HXVWTVHN+vF52+UOEx2t7ZbqsCEjWJIJ1TOA6BWWDjVR0fy99jyJwHf84554yq+HY2pfNmyjYWjn3hJzU8PJyonquncqJ6TkphIkT1jpR0noOrJyw+v4VFrwHGDzewF+IyXKfwZNsrzjNrgwYOIpHIFxSiWGxzoiJw09UEwxiWu3e0aWtzj8piER0zr1Tp7k5tP9Ci/V1ZUwgnPQdtSuZ8wgRZyuKgpWXPQY5AXSlpOymVl7I5T7GIH4E6Y35Iu7s8dWc8dWU8RUMhra4O6UR1qKJyrmpiFYp15FQS89N/nDfuF2kvolwkrJaWbtVUletXm0Pa3uFZF2BZNGzRqG/fuUvxaEjPP2VkjnkxuD/O5oaQgERN4iJB6ZuLw41DGK/43FjSeUSfXGje1eeMFhNptI6GSNRQ0RHOAxEqV8jvRPWoqaJo1ukiOVI11plSR0I6byae2yPVViFeOpIaycm2V9QSoldH9JYZiDgVxZhN2nXDgbl1P7tnrxq70jbId8u+Lv3mvqSl5fidvWxJ5i19xjw7Die3EC8slYY9pcmW9qlmUjBO7ZIph2fyyoRDeuG6qD1HlKg362lze16pXFh1ibyWVUpbt3gWmULSIB7JK+2FVIZ8ed910ZvMa3FpWt0dLdqwu1nbuhcZgUqEIqooS1gtFNv+mwcP6IoT5yt2cD7MiBFIHAQYEFzIZ5xxhhkkZ/wngkSN9O/dwGLSR4TlAV7mWHAkGa2pwGhSTAOJ6rkidbxxzrmrpyqWUhgM7nNms3cXYOqAfaK+jNqniSSqo7V3ECcaXqh7Qq9usLKHIyWdx7H+5/Z2HejoVV0sp47OHrV0ZoXQdzTsaUlFWB2pvEkPtKU8G/rLbvf27ToF4G0hKZOX6T8xz85qoiztJ9WVMM8uYsSGAS4VkZBOmcuol5zyeZ9s5XJ5I2dzEnmdOCek+xogWXweulJ+x95TV5VraeVqNe3LSNtzioZyymYzSvb0KB2JKKawmjp71Z7MaE7F8PapGEFheYBBAbsuXOxO5mCsGKnx4DuIanAjhshxE0ZWYayGZzQhb2oq6J5h313EZSImdI8EM4XojVUnqlBKgRSGk1KAVLlaFW4wjlARsRpMMXq21xkUAmcAZ8QV7heClAPHIEjrjQ9cKxNNTEZDdtzUhpHIvsymyLgrDt/e3KOeTE61pTEtqys1G5HKZHX/thb1difVHs1bMXhLigHA1DeF1JPNq6nXT91h2qhPShaZOOqSSO/ZSJaw1Jvz1JPxfz9jXkQhjxmIB48Va8WEMl2ZBg5fnzL905dHTNbgoWZ/9MvSypDOnB/WwnJ/bVWXRBQJewpHw6ouL1M4HLJ7TWd3WiWRrB685y7Nqz/o8I2kIcEIXxCJCjBSFAtuToZn5zprSB8SmneRi/F4byMxWm6KOoXrjK4hLA+JY0Ap2w2ZcotrMgqpC7d1JtVETZSUAjpJTkqBx6ZNm6xziVord1yJPDkyMV7D9OEPf7h/Hp0D3Zy0mg+VOv7ABz6gX//613buly9fri984Qu67LLLxrQNECSiEZ/73OcsUoL4ptPgwvhyXX35y182R+Giiy6aETMLZysm47iNxF6xVnAO0KMaaS3WREbGSadjjybruqHe6Y+PNGhfe68Vguesvknav7dTCnWpMxdTNOQpHw8plfWUzeWViIas3imdCymV8+uPiArVlYS0t9szMsXe+2k6CJdn0SOeRKWc7rqVVWHt7syZ3lN9SUgnz41oYUXkMNFMf834NiMSCumsxQmdNm9gR58aqrmlITX2SuWeFFdIvfmw0FJ44VmLdMZx1Yc00Ix0Fin3rNkcNQ9I1CSieGGON503XKGmE8YjilHcWTMeEjWc0eJmB3FzhesuOuIG/bqZdBAqvE0WjItSTaSG0kyJRE1Wx1ixlAIK3q6eikgjIDpFR9NE1EQx3uPGG2/s/32oOWmc+6c+9am2bddcc41JaOzYsWPMIzk4ly6dg2QExBwUSxp897vfNQMdkKiZh+HsFdcvdoPzhsM3UimFiUjn8Z0UrtM17epFnaM3kpT5SJDJ5XXDY43a35HSinp/VNGtjzdqa1OP4vmM5pbHtC+ZVWdGNqeOciJSdJ0Zz7rviCi5rjsKwW1enV8nboQJ+QLKl3iuLRXSU5eFtKQioh2deeug47NI821q8/Rwc17PXxOymXrFxyHEB/dhqExJNBzSlWujurWxVDvbUmrLZVUaC+tZJ87TVWcuUZwI1QCzSClLIDMy2CzS2e7wBSRqCjHedN5ghZpurhXq2cgXMOl+Ir23odJ51DHcd999FhFB+ZxtdBPg3fe6SMmaNWvM86M2iwvX3fgn0oBN9020cL8nG9x0ICs8CqUUfvSjH9nrEAsG9n7wgx8c0+dzcxnoWhoI3/nOd+y7//73v/d7nHQjjgWODH3xi1+0dCaeLU0aaEPx2c4Y8zzXk5uvF2BmYajC8qamJiP7nFNkK0aj9zXejjrXiciNlK5piF5hypzUprNJI+2W7eyli85TZUm0v9WfKBQCmUtqSqyG6KHtTdrbmlJV3FOqF/LjmQwBhAgihHo4o1l4KhtGSNOvS+LjFpURkfLn4PEcpKuv/tuiT6T86ksiFrW6dbefGqxLHDxWrWnpxp0Zvfb4g9tnz2djUmdIC0Oe5lVElc0O7eQfv7ReL33aWj26r0ttyYxWzSnTouqSYWeRugaa4lmkXAMTMYB4uhw+jmFAoqYQExGJKiZhpHS4ECEuFGMOdjFORjqPyBedNIV1DMMZN0gSIyR48Jnc+CFVhQbMEaqJavefSrjjNNXbXSil8P3vf98iN1/96lfH9ZmkDDlPhOW5tj75yU8OSlgYvcJ73vrWt+q3v/2tpWVe9rKX6T/+4z9GLYjpSBTXA4XG1ET9+c9/NoLm1OB5cO288IUvtFQfmG3XykzCZDgfA0WiOLdbt261B+SJaPVYPnestsxNa+Amy/XqbBY3UOyYK0PAJhE9YfuJnDibVBwta+3J6J/b26zmicG+8yoTWliVsKhMc1dayXROLW3t6uzuUWsyawXekXDISFNLyidFFG9DkFAdp8MOE0oRuR0vO2a+CnlLrz/3jjsAkgaQMAhUdzakNdUhzS+TtnUge+CpInbwnFqtZdRTc9JTQ4+0oFzqSHv63dasNnUtUnhrSPFIVsfU5XTZiojNwxsMa5YvMRJ2wqLRpd8SAzTQcJx/9atf2TG++OKLLV3/8Y9/fNY5fAGJmmU1UTB6By4ECBQLnDEyQ7HviUzn8W9usNzcGMMwUMHvSD8XosSDmh88BOetjMSAzcR0njvG0xkRw0BhHJ71rGeNmVicffbZ+t73vmdhcTTGCJdfeOGF/bpWxeCmePPNN+uqq67SH//4R0uTvOUtb7Gb0oc+9KFRfbfb5o9+9KNmfN/5znfqBS94gWkG4bVyXXCtc92M1fgFmPpIFNcCunmcQ66v4mHSI8VYC8shRqQPuZFzLfE5bFMhWDdEx3hgT9hW/s7V+WCD+qPm5ZX6y8Ym7WhJam5F3HSZ/vRIgzpTWYvOpFNpbSF1F/aUiCJ8SeSJwm/Put/SeebYUScFOcqrM38wPVcdDxm5Qmm8MelpbU1YFbGQFZ3v6/K0o9Mz2YNoJKS11SEjP+yPL4pw+PHy6Zgf1WK/rt2StRl5EabtxULKeJ4eavLs+y9fMfB9ZMG8OaooH/+0hVBBA823v/1ts/0MDx9Pina6HD5sVUCiZlFNlDNKLALqi7hRcZOjBmq4m/Z4I1GOoDhDyI2a+qeJ7ACjBgZvgsdwBgzPsfiCnwk1MdMViSqEC4+P51gws86BSA83PeoGmGOHxzjQfkOmv/nNb9p5gdQTXfzsZz87ahLl4Mj5Zz7zGTv3hdca18RE6RkFmBwURqI6OjosAsQ5dLp54/nc0ThMhXIvheKdw30G6weHgYcTyiXth02i3mZra0YPd5Ro9bxKlUZieqwlaZEnBMKT3V3q7M2orRcJAb/jDk0n6pQwDTHRUSrlsp4ffSKyhOnoW7LRiK/75Aq+V9WEddKcg/aupZfIUk61JRHVJw7avcUVIVUlQkawauJ+lzBrsytDBIrCcGlft6ddnZ4fzWIaQNivueJ4bGjK6+LFPrEC2zvyurchr+ZeTycvzypS3anjF05cEXh3d7dtO/ZmrCOcptPhAwGJmmXpPE403hS1IuTzR5rHnQgSxc0ZQ8gNDSY/2V12QxkwjgP77kjVVMyjGwmcYZ5OMjcRNQbF4FiTInTji4qBd+8EZR1I15DydV12Yy3Q/8lPfmJe5eWXX26fA6nCm+Tcf+lLXzJyF2BmduexHqh9ZM0SceAx3u8ajS3jfTSzMDPUyb0UYyjnK53N2wDgna1J+31ZbakWr1itBctWKbW9SZsea1BvslsHGhv1SEvYisCJLDVGGJFCRIlUXEiJsGfyBIxj4ZtyfXpP7EWY8Sx9SuSYj8o4ReO+7ACpOVJ7i8t94oisAJrkc8uk+RW+XMFBMuipJCxdukz6w9aMySWEQz6JgxRdupR6qLDa0zllKUynkN3+NNQ/PDiVC6knH1F1NKz7G3L67ZacMjkiXmHd8ESr/r69Q+972mo9aa0vFjxeuAaY2ezwBSRqCkEKojAdN1q4FncMAd7caG5M403nUYRJBAovjpvpVJMEjh1hVx5OW8TVLtBlw7Hg+EAuIV5DpTYnE+7GP50kynW7TOQ2QMw4zq94xSsGfJ1BtZCdws5EPH/I1VhnRbrP+fSnP62vfOUr9jmkrxlG/K53vUt//etf9a//+q/2vWP9jgCTB3dz5zo49dRT+4uMx4uRpvOwtTh9vBenb7SDlOmuu21zs55o6FY8ErJ03Q0bG42ULKhKKJPNqz0XU011hTLZEvXm2hTKZZSkqtvLK6m4KqJQnohFnSg1qrRaJSrH88rlfa0Cgj6u8059/6ZDj9Qfbz1zQVj1fbPzvDxVVb7MRw62NgCOrQ2p5pioNrRIzcm85pjEQVhzS/31VJsIWSF6uiDyBaivoiuQ+qnudE7Xb0/bPrPNFeUl9tbm7oy+fsdOnbuqdkzq5JMRNZ9uhy8gUbMknUdHA2FITj4e1WgvurGSKBOFS6UsfUjnH3nn6Qb7zsLjAanjmELyCN/iUdBSS72M67AhhTBVpGaiNKLGg4mQN3jPe96jK664wjw6rj08NK7fl770pfb6K1/5SutqofYAvPnNbzai8453vENve9vbrEbhE5/4hN7+9rePe38oIOcmCH784x/ryiuvtO+F1PH8WNMAASYProAbEDEfa/3TUBH5oYAzRdcwNgC7NZZrZHtzUpsbe6y7DhJ1/+4OG3GCGa0ri2lbc1Ib93fovh2eymJOkiCmRDSukrCn3nReqWxOeS+jrgzVSkSOQoqEw0p5YSNL8BCiRNRA5ZVXW6+0pCIkz4rBZQToQHdeX34graqYdMrciCmLExnyBiFRYFFFWAsrIF6H7/f8spBWVYf1WEteIS+sGAXqWb/rD3HN0mhIW9vz6kp7voxCLNbf0Uf34YHOlDY1dOu4CUjrdU/CeKqpdvgCEjWFGAuJ4kQTCifXS1qL1uCx3KQdiRpN3RDbSvcdJIruu5lAoAaCE/Mk+oTBZCG4KBWtq7xeKKMwmWnIsaqVTyQmYowCchkQJo4h0b8LLrjA9JqcGCI1JoX7CZm9/vrrLUJESB2CBaGiWHM8II2LkeWGzHm79tpr+zt4XJdPQKJmFhobGy1qTW0jBHii19twDiGkn8YUJFWwmcPZu5aejFqZkyJpTkVctTAiyQQyITqJaNja+ZEsqC+Lm/L49qZO7WzqVkzoLPnz7LrSfjQpHfHUEyI1xvoIqyzKYJS88jmiW55KvKS684Sk8vKIU/XNvSMsxLiX1bVRXbAwpCda87p2a9bqqCj4bk9Ju7uzak1HdfHioR3iMPeaAqXyQnA8nr0yqlg4o4cPMFMPiYSQTl8Y1pOX+pQg5IrQrVb1IE1wtI0Ow4lAd3e3lWKMx/GcbocvIFEzWCeqUIwOj5sLjoLascDd8EZKovhuPDmICeHR2VDE69IHhfpJbnQKpApChXF1Kt+QKv49kZGjyRLaHA0mYozCz372syFfv/XWWw97jmsUojXRePWrX21kjHoa1g+1URznO+64I9CImiBMxBpg/ZFCIWqNbg9OF5Hh8dSBDoTBpFR4jqkJOAAjUT/n/Q/v7dAjeztsOK+VCaTzKo9HNKcippaerJIpaoLy6urNWnddZdxTY0uHOlI5hSNhVcfCSmdzNqsO7gWJInrDvDsCRXANq33KU9NE1EmaW1Gqnva0evJRRVAwz6TVy0ThMLfjiOoSDBuWbt+Ts1opp/cEujKe7t6f1SlzYjYrDyB1QLdeW6+n6kRIK6vDgxIoBwrdr1gmLe7ZrSWrjlFNSci6/xwY+YIiekcmpJq+nJ9p0fVmtaK+VGvmTkz0qHsCxlNNt8MXkKgpNEyjkTgYSIwOjZyxGiR3EY3kJg/hwPN3rcCQqdHKB8yETrni0SlE05zoGwuOxQecGCikarxinzMhnTcZheXTBdbMu9/97n5dGYRE2TeIItcl0gcBph/UkhB94rzQteu6ooYS3JzISBTpPewlzt9QenmF2Nee0kO7O1QWD2t+ZVyPHejSI3s7lcnntbK+TLvaktrTmtKDezpUEovoQGun9jVmFI8drHFiTEveQ6YAbaaQevuEL5EmgEyB6oRPrig0L42F1J7x/xZ5g0QkrFgsYRpRyXReteFuhZratLm7So091f0F5g6k/lp7Pe3u8oxEoff0681Z+92RtkXlYT1/TdRqn4ZaV9xPKqN5Lak8/H7Atl22Iqo/7gqrsftg6rSmNKq3X7xywiJRXRNgq6bb4QtI1AxL5w0lRjceg1RIokbbCjwWXRYmercmKYDE84qrAqGUKcBwBKZY9M2JfRIGdoOTR6tWPNMiUUfS8GGAR0kXnrtZc6MkBeCeCzC9INKL00VUt7hrd7jRL2NBsT3iRgyhZu3y/SNtKtnTlrTi7erSmNqSWW1tTqq+Im4yBa3JjDp6c0ZuGjqS6kym1JmhYSSsiiw6T6Tr8n4hdpzIGGvfLwSnQJu8F1lmnq+Khy1dB7FaXB7S6fMj2r1rrypq52hDR0ItvSHFYhEdNy+s8+bHFU5FtL+tS9lMWln4S4zPiioaxf77aTaIGvjj9qy2dyBJQMovpEwe+YK8frclq1ceGx3QHlppei7XN4h4cFt14bo5uvz8xbp+Y6OlNpfWluoZx821nxOFnp6eWW+rAhI1g0jUcGJ04zFIw5GooVqBR6PLwvse2depR/Z0qDvjD9usKonq5MVVWj1BIeChvnusKt+FasXFYp+OVI10KvlMIFFHSiQKQJp++ctf6vbbb7dIIueDm+UznvGMMc/mC3AoxhI95VonmkvNJlFe1tBAzTSTEYlyax17hc0krcu80OH2oyOZ0d72XkuBNXSm+gumqXlKZ3KqL4upK53T/raUiWSWKq2u3oxC4aivIt7XPdeW8tN1kKPenK8czsgWok8sfzaPjBq/+wTKT0GS8ltXG1b+QK8W13g6Y0nUIlQlsbASIY5TRCrzI+frMxltbMnLC2VtbEyqN6UexVUZ8zQnlFJTslzb2n29JwgUR4TaprIYkaq8DvR4pg0FqK+6pyFnwp1zSsM6fV5YSxO+fR4Mq5cuVmVFmd584eRJiHQfAbYqIFFTnM4brCZqJGJ04zFIpmY7SESJsC61V7zGdxfXP41mVhUG6oFd7TaYckEiop6epHp687p3Z7tqymKqL49bjcGu1l7t72CyubSwukRLaksthDxejCeVVqxWzAInSoWhpviQ4+KK0zFyAxU0z4RIFN7dcPUgswWcg89//vM2R486G6KDnAvE9S655BL94Ac/mPWe7EzBaNY5DgZOF0XkzMxkXQyEyYhEuc+kA4uIPc0kRJaHw+aGLv19a4vaejK2r/vbk9rb2qMVc8pMt4moVC7vKZnKqr2rR+Fsr7xQRKFIVGEvpPpSnzDRxUYkCAudMBIlZYjqeNQs9R0fRreEZCk3vgvZA0zTmprIwXIHCskjEdWUoRwe6rsdEyfyP+vpK0NqTWXUmAzL44mYVBnO64LaTjUeaFZDKqZUZpGRKM8jxQh7g7R5VizOOBhwX0NO123PGqkjgtbSm9PW9pwuni/NHSQSNa++xgjUbGiCmW4EJGoaIlHF9UJ4c8wJG06MznlgY71RD0SikAaAvGEEuUkNRAxGk87b3Zq0/H9lIqJN23cplUrb8029IUV6mnTc4hptbs1rb7eneCxqBmPjgW4dO79cZ62o7c+192Zyfjux56cDy9y0zSka+1I4moCuDzeVHFJFupO0Ejd0jhsP12EyGTVReM0M/Nywt9OM8eo5ZTp1abW1Gw9mmLiOZjPcGrn33ntt1tV///d/6+qrr+5/nYHEr3vd60xD6mMf+9iMIK9Hm3wBtmIgp2uyI1FO+JcI5UjHx0CcIFA4cKvmlmlXa9K67Xa39aqpr+anuTutDXvbFcmlzS5VxWPyImGFSd+xDsXMO8+G+xJRQmcpEZGSjGvpu/SIPEGy3GudGR7MxAvp+LqwSQvQoddXqq1cNus3HNG6V4TqmPSqYyN6rDWvxqSs5urYurBqEqXyNFfzunr1t0c8JbOe8tmkQuGwySekvYjikbDmlIZsO27ZnTNSR9G5E4ZCxPPvDRFdUe0LojqbdaAnr6akp+qF1bavLlI3mU5SdXW1ZjMCEjWF3p0jKCa130eoIE903I1EjK7w78dywyhOy9E5gzdJGByiMBx5Gwy8Zqq24ZB6M2ybtH333n4C5b8nr6a2Tt3T3a1HmnJ+N0hpXAl0OaIx3b2lR3UlIa1bWGOzqBjqSesxfllNScxIwzELDnosGMP9HSn73vrymNU1TCYKp5KzvxhwCBWpP6ffBZlyEb9C4OFCCilOLY628Vkb93fp4b2d1vmyvK7U9pVWa/f6Hzc06KbHm2xfI5GQ7t7Rpnt3tevqc5b2t2NPdHfedMMZdqINHFcIFESWlCvngpvni1/8Yt122232/oBETQ1c+oyOJsZsDHfMJzoSxbVNByDnm9EeI9X1of6JlB0OSG82bwXkiVhYK+rL1J3Kak9rjzqTGZMiQEQSeYK2DGQpb2k80nXpnF8s3mvCBX7dEyTFZAAifvSptjRs4plNybwWVYS0ri5qxedEgLa05/WVB3I2xmVuvka1WakmRnZi8OPDYOIzFsaVLeq2I4pVV1GqsxdldcfenHKhqCLKqyeXVzaf15pQq5r3ptQVrVZnutyPVtk2EzJjgDGCmlJTNuHPEPRC+tWmtB5vgXCF9NvtW3Xs/AZ96PK1WlA1eZ3ZPT09M1Y6Z6QISNQUwhU8cjOgtoMUGhcw3txI6m0ciXIDWMfa1cKDImqKqUdC3oYK829r6tbGfZ1GeIgWlUTD2rGvSdF0l6J9yt2QCJZwRSyill4/UsOU81QqYw/Q0OPp5t4mPVoe0SNtEYUjUS2qLVNpSUKdqbTu3NaqqtKoDfY80JHSHVtajETx2URkTlxUaVErR2CYrr6lsVvtvVlVl0StHquYcHT0ZtXYmbLoF5/LNhWC0D7fQXFpIVHjO4g8JUpKlSmtV0d5j5LJHrWne5TpaLQoFRGU2ro67UzGtaExrfZk1mrDzlpRozOW1fRH3G7d1Kw/P9poBIm6hof3dZqo38vOWKS68rht3+2bW2wf+d0RSFSU8awvP2H+EV1YTiMA+wPZP+644/qve9YPBGuiVLADDL3O3dBxZEJGmj6b6EiUGyBMHRxOzHAEKpXJWaQJwUvqnxwxb+lOqyuV1bzKhPa3dGhHQ5fy+ZxqorLUHYQiTWE4+52XWjI+QYII+Wk/qSsvlcf7Bvv21T9hPhgszBF0+lLnLwhpR0dIv9yUtZopyAzF35tSlUrviuhVVdkhyxgikfBhBKoQFy0h6hTS3QdySmYjqiyJ6NS5YZ1ZX6/enk41NXcrl40rhXGMhu0eEA5Dt/yYVJQ0YSikP2xOm3MLGaTsIuuF9NDeTn34uk362ktOmLSIVHdQExVgNHBRCrw5p5BKF9xIPWhHEMZTXM7Nh+/mJ8W5I5k5N1g6jxqDW59o8tN3JVG19aS1q6FNTW0dioakkoi/nTZDqiTUZ2D8Rcv4gkO/xF/UTT15tXRlNb8sreaWlHJ93wvJyrbt14mLK/XPfVkLky+tK1N5Iiai8f/Y1qq6bk9nkFJsS+qGjU2WDoz1daz8fVurhe/v3NZmn3fy4kqL+jDWgHlUjHG4eG29ltX5ZLapK60bHmvUzpZe68KBAJ26pErnr64zoweR+dMjjbp/d7vN1wK856S6+VpY0W2zmW5+dJ9u2QqZDKmuskTtXQntaulRMpO37+I7bn2i2erHliMG00eQ7tzaqof3dGh+VcKIHO87bdnBkDeeMsf7wT2dRyyJcmuCaANFy8zAeuc732kCjhAr2pppUXbCm0EUavKAU4B8ALWT2IzRXFsTEYkq7homfYgTOFxZwc2PN1rdJSakJ53TLos2ZW1+XSqT1Y49bdrfSTQ7rMp4yDrgurOyuXIsx1SfyXM/mS1H5Mlqi8JSaV/0yZw31LzjxId4ztd5WoZiOKnnA3kjULUFek/5dE77eqLa1Obp2Dr/ORzCzW2eGpJ+t926mrCGCwIR1bpoWVxnL8yZHSyPsp18XkwVZSWqq/d0T29a+7ryiuVzyuWyyufT6lVMtbGc6mMZdaby2tCctzqvUqLl0Wg/MUD2gVKCExZN3NDhI81WBSRqGrw7UnhjGaHCZ43Xs6PrDE+OCNRIo1kDpfMIUSNUh9Wwlle8vGyvejtbTftkcYU/aRzyQw1BpsfT3emsLdRMLqTeaMiiVgBSAakiUtWe9usFLN1ZsJ+8tb03o037WrXtQN6KPPfv7+p7D9orIW1uadGK+Vt0X3NEzUlPy+tKFItFTbDuG3/fYxElx91u29RikbM3XLDMtgOC9ZeNjXrx6YusU+ZPjzRoa1OPFteU2O9EtogIIdVw+rJqS7+RVoN88RzHh6jV33Z06WnLIlo3Z772K6nlSyrNeBK27unu0pbWtL68r0U3PFiuitJS7e/IGDEsTO1B/vBAqQXb2ZK03+tLI5pfFVdpIt4vJRw+gr07F7FFZoOapw9+8IN673vfawSK+ZGQ/w9/+MP9OlEBiZocUAdI9Ie6ldHIBziM114N1DVMRGqozyR1DoFq6EhpeV2Zrd1H93VoO4OEW5LKZYkMZ4yAVCX8+XaxsF8wDswsMcuuoLYJslQV94kS2kxEZqrinpI5X0DTyFTeM5FNUn+MVjl5jk+O9nQRZT606cW+r885PLbOr1H6xaasvRf4NVl5PXe1tLJq8Gsbwc9cDgIUUs0AEnds5xWrYvr5Exl1pvs8VUbNRPI6s6JVqd6kHnx8i9LZRVbXFYsejO4Rme9O+VE8KSBRgyEgUVPszQGn5jsWjHX+HsMV8ST53hNPPHFUxc8DEUEGVFKsWUOKC6XfZK+27dqrsnhIvcmQ5pWHFY/k1Zr2BMcqDdMG7KmF0Qg5X10X3ZSerKf2NIYqpEeb8zI5KUsB5vpDyBjM7rSnhWWoA/v9K3ETLj04QTPs5dWVymnrgXZtbYnY0Mx9jd1WHPlwY85qtQr3gH/jnd62cZ/OXFquUoW0eX+X7nrCU0VJTI/va9PCKlTyskpnwlbU2daT0+1PNGhheVgP7GwVTcVsb7bvfDD96pEDSe1vl+7r2KatjT1aVY/7GVFpWbkOJMNqznVbDUboQJc6e9tMEXh/Y4tKE1Hr1Nnb5eu3RJRTT3eHqqPSvlxOjzd0aWn9PDs2RL5IRzxl3eEdUa6r0Ikdzma4GzaE/w9/+IM5AFzH7NtZZ501o0RdjzRwXHft2mURn+FqJicrEjXYAOHhGl0oGt/f3qvlc8rNNj1ItDhHa39Ird29SmbopvNTWpAeItU4V5QhkqHrsc0NKRz2bFQLz9FTTdYNMlSdCCuZ8fSsVTGVxfxi8/sO5K0AnM9ZPz+iM+aGjHABSBbfWQjb/DA1T/7vN+7KaXenZ9tA5JrPhKz9bmtWbz4xZim7QrjrfiRnZGlVWG84Ma6Hm/Lm2FKPetKciLKdFero9LSobq5uecQzwsgxz2Yydp9J5/2yCxednwz0HAH1mwGJmmJvjlD0eFSxRztIuHAUA0aI9v3RGkNntCh8dgJ1FfGoLXbqDqLKaevOPX7noMKKoY0SiWh/0i/EhIBAfCriEUUiWbWl8lpZFVJ7Kq/mXr+zpT6BJ+ipvYfuFYZ2hlTZZ6wQj+N3PgODlPXCJohHBwroTPvh6GS6XPc0SDm2wqJDtvXa130ogeo/NgwZbU1pVWVeHam8dnbklO7ptuLQfe05E73D02Pf23rz2tmZt+15dGejutJ5M6C57qjNzmpJ5rW9HZG+rFK9OXWkD6ixJ6/W9pAWVMas5uLxlrwZ89JISPXlUSWiETU057Sz21OiJ6Osl7GizpKIp6ryiE1/pw5r1ZyE9nWm9fiBbiViETPUxy6o1Hmr645Yw8Qx//73v2/Fy9QMOueDByC9QzQqqImaODi7QASQ6A8Rn9NPP90kPcaKsUaihhogPFBknCgQkeDebM5qnngV+0T9ZFNnr0JZyEHOiAFmY36ZT55SWb+7jvcz+46fpOuIFKE0Dqw+yoqxfaOBQ0a0qiziqSzib8/FS3n4kR9IY6GNPXlOWDfspGbJ69OaCqnbi6oy6umY2rA9j44TI+pcfRRddpWxvNpTnra2ezqmzndkH23J6x/7cpbyqy0J64z5EZ02j2HGg9v0WDSqKuV0/uJDI1qNHX5EbU51hc5elNGd+z1lQyEjizikqZynE+qkVMN27cv6WnljGdA7GI4Uhy8gUZMMvDkMkhuGeeedd46rRmA0kSiMIdEvLlRGMeDJj8WgYSS2NPXoH/fuNiVf7JflzsNSZ29a6fZmeXl0SDw1J/Mm8EaHCl0wcVYkIw5MvlcqjUfVnsmrpiyiZD6r8nhe80oxEH53VSKdU3NKqo17RlR2dvoLfUkl5IJZTniP5PZDqinxtL8nr/sb8hZOl8p0YC9RLU8nzslqZXXUnndh+gGPUd7T9dvSpu9iNVnJrOaV+YatrjSi0lDePMJtTDXP+KMWqPfi3y0pT/VleUXyIe3t6iNIYc+2vb48rH1dOT3R6mkv6bkwU97ZFykUk9UhMJ2dOotcPqRoLKoQon1ZWqnzKs0nlU6mVRqtUHkkqrVzSvSU9XP9Wou6Up2ypGpQ2YfZHCJ3HvZ1112nb3/72/q3f/s3e95JR7imClJ5rIUvfOELs54wziRw7bhhz5DX8Y5BGkvkfLgBwsWOZHNXWn95tEHbW3qUzvlD1ve1JZVMpdXelVRHd9JSceg5EbzGEaOxozvjmb4TZAkbAYHpSPnkDLvR2uuTKtbsvDJqPBnr4tnnnFoXUoJIlUmV+wXgtr99zTQWvWc4saSzF0XU1Js2R6+tr2G5NJzTM5ZFVVcWU3uaFZ+1Iu9QoWhv3wBgyAy4tyGvP6H3hGRUWNrfndd123AAI3rKsoG7k3HwMpmsXwJQBI811ZcGv2xNqVYtq9XvH24wGZVEIq6nranVq0+fo1RXW78MD4SncO5oeJxp9NmsE+VsVUCiJhkc5EJvbqzpuNGGxzGGeHJEvtwohtFGsRyI9Ny3L6XauXmtnFNutTjtPWntbUsq3dmqjt6MMtm8ibtxYbVGZKSDWzyDOStK2Gf/eyEnkJDSKEJyIZVbISNGxzcCFZGIOnI5LagI2bT01pS0sMwv/o5GmDVFjVVItSWk/PJ6sNEnUAcVUDA60mMtKPl6Fu1ymiwH31G4bwcnk4OWFMfY9xi3tma1rDqifZ05I03MrYJg0ZVTVxrWEy053bknY5G2rrRf91BhLdGednXkzWCrr9C0J+0bcfaduNiWtpwZbhruCMrjVZrh7MX0xrR65QL7nOaOHrV2JHVqbVZL00nfgFXFTU15IHBt0Lk02w3TL37xCz31qU+1YcPAGWuX4mNyOzP1uMYpPg/SeuMHUitEzBk1tW7dugmpM+MzkKUYCUY6QLiwvIBGjOs27Nfmhm4tqSmxLtc7Njdpa1OX7s/7CuHYHMp6sDkQlXAobAOHnfgkTpoNH8545tRESO3FfFtDqYFFoBRWc6/fQXtsfVjH1IXN2asv8budjdxHIupJZ+zzICeF0aHLlod16pyQ9if76q/27dWqyuXK5XMW0aKeqbHHj4C5v8NeEKVfXBlRPhTRX/emTavKj5D5nYGUOdy1P6czFkRtYLA7jszSQ++JiPeScm/A+sl8wZpZtWSBnrJkoV5+1hKL6NGNjDCyYV6d6c5RkuLmjj788MP2PbW1tf0CxGMZUj+bx74EJGqKQGFsIekxYbVBVMsnKjyOijARKL4bY+gWylhJ1IGunM2ROr66xJYun1EeD1uaskxpnT4vokebPSuOTERDFiJ/vNWfL4XH19idtUGavI6YW31JSA09aKd4FkoPhQ4WkbOwsY/xaMSKxRMx3uCHwJ2EAYWetaURM44QKasDxWvzDv4kslSfyGpfR0614SyhMHVm++LxBqiL345sx7UvjM13YHwqotRGeNrekbfnMXKLKyI2B6upN69dHf45pZarK+Wpi5EPPJELK50LqTnjC9y5bWIbXSczxwLvElVhyNWCirCW1paoorRELcmcFbRT6B6NhJWIJnTpiXP1stMXqLe7w4wYrebUt9Eg4LxCojEcGzw7MJ4QOVGej3zkI4c8R1qN8R4DAfXwV7/61Yc8RwSDbRwruJlCjgYrZEbugJs+hDHAxIHUGR2QE4WROo2jGSBcaMcoFN/R3GN6TyEvr1s27jcSQE0kna10rPFgDbLmWO+IX1bYrDk/AuUi1ax9FMhd+q4iTlTJjw49f11cvWnfmUIB/CfN/j7Vl4T11OVRUyJPZXwCZcGpXE65PisTCvuRqWW1cS2q9P/ukQMF9ZyhkC5cHLF5d5C2eMQneHzOafMiVsu1rzvr21ebx8fn+ftCSSppyANJGWHqTOf0s40ZKy0gYhUJZbSgPKwXr4+prqSIStmIqpBi0YiWLJjX32HMYyCQyuPa4OHmjra0tGjfvn22XkmvO3uEbRqOhLt03myPJAckahpGv0xWOo+Lctu2baafM1Dx+lhJVF80uZ9A8dhzoFHpVErxmP98O15ZKZElf39rPE8HekOqiLHww0aeqE3C00rlQnqgIdt/bNp7cxZiJ/+/vcOvhyL3n8p62tBEfZFPfeaWhrS8kinm7APps8PjS74ilf+vB/al1ZzB6kRUHc1rTiyltkxEqTxT16WUFy74W7+41I/O+2lD219IWV6mGFwe8/RES0atKd+wUlReGSdN57dFs53dCtv399WN9qXx/DoLDCDvo93ZrDqGMBTS2gXVqi6N+yKemYyetKZOzzpxnnrSeev+WzWnzAxtRakv9uk8ODfnj3o3rguMF+liMF7vjuvnxhtv7P99uK4sQvuFbefjjQpxU3XRhsIok/s3BbA4C2PxfgMMDG6O43HwBsJIbM5oBwj7Y1Tyau1JWxSclHx3T4+27GtVU1fKirOJAtPEAkjlAdYehAN0QDDCbr4d9ZohpXq9/qh2IY/g+xaW5tUeCem6bVlrhoGEAcoJfr05o6uPD2lO3x+ZI4idtJ/+hAk+M5nM2fEYqFHnhPqIRe6RQ2DmHR29EKizF/gpeyJSzslzqUJg20u5RMhTJpvTbzeltbktZ5F0k2DoKzW45omMXntCzNKNh0SiFDICxXDjsc4dXbFiha1XumaJUpH24/fCKNVAUjoQZo5NUBMVYFSYiHTeQEaJzyTESnSIzqWBpPRHSqLQWEGniHQdwmtpE0rJq7s3Y6rb+5ta1NLeafUBy6vCVjNEZweK4w7RaExlUaIxnk6eG9Jf91BXENL8soNGBO8JyoEho3hyfzfRq5AWVYRNlPP+A37Ky0VweP1AN102GLmw0n3GyRGpfkXePmxLxvtJUlcuYimw8kjOUmoYJUoFnD/oIkb+0elTmO8bNor4HsZqS3vu4PdglDPSlrY+cb0+4lR4Zvk8is/RomI/sn3jcOZXxu06QKC0I5nV/s60ejJ5ayfmeD/35AU6afHQoywwSjxIvVjhe1ubtYH/z//8j71+8cUX661vfauuuuoqjQXcyEYTkeCcTkQEw5El5rH96U9/stEuhUXF7vWbbrrJ9p9GicLnA8wuezfaAcJ0pd7wWLP+vCukB2/eYh2xW/e1qi3h12BCnsKMhcn4Q4EhRzggDENnDTrlbpw2IlTYApwboyV99ZOMR0EpHJJBtPuEOb6I8O17MuqmVrJA76kuTG2k9MCBrC5d7jMrPuPRZmlvn7TBsbVhLamKKpPNmt1zRJVmE8ocLFIdDuuk+XEdW095gp9+KzwW2NallWFTPY+FqR/1tw8HjUjVssqwOaEojmPbXDcfdasQKojU3m5pZd/sPppebm8sUWM6qs0PdeoKtersFQeHzo8WsVjMtPF4uAgTDh6OzmBzR3nPeB2+6Yyau/MTkKhZRqIG+nsYvZtlhSc3WDHoSEgUCuR/eHi/6agQ1m3sSqm9Pal8NqPNB9qUz6TV1d2j1l5PpbGQyhIxv1iaGh3C1vxHAbBHxMqzTj1Sa9RGsdjdhce2VsfyJmR38tyo7m2gcyZvpAyj91izX0Dp0mCOG/EDJeAVNVGra6BomwgQhuewY9VHr9wrRKAy+YhifREgCBw0rD96NUCZEQbxYNKv8C0HK63sN1KXfWSsn5j1KQ7HoiElc1kjYotqSm3Yso3KyXs2hmLN3DI1d2d01vIyXbS2XmvnjS68zXnFOPFgIO9znvMcE6ccz0wqDB+RTFdT98lPftJudENFE2iD5/qCAH3iE5/o76QbDdz18S//8i9GBNGGev3rX2/bArHjWufGi/Dmk5/8ZCORASYGk0FEB6vh5PpnXNJoBgiTnvvN/Xt1385WX5Opq0uP7O1SY48vh1KVoNaJSLa/DiEQBF6o14RQwSsgNTh8NYmw5paiZScdV4+V8VTdjSNHkbdnz7ONc0sjumCRH71pTPY1hhQcp1AobKNiGnt9S0Bt5E8ezxhpcbbh7gMhPWVZSOcsjFmEhs5SbDQPiJTtG+m/vuaJyABDgXn+8pVR/eyJrBEgF4uiDuo5q+NWNtGV8etDIYUFbqVF3KivQqCY8ge6kH/4aFpd6YTVhzU90aLbN7fqjRcu11VnLh7biR5k7ig2Y7C5o7/73e/8ZqJxNi9MV9Q8IFFThOITNN6aqGKjBNuHQBEFOPbYY4fMQw9HojBMd21rNW9v7bwKM0QYkj3KqTmXVnb/Ju1sy6gzXC4vklBvIqZ/7k2bt8eiRuByThkt+KSlPDMsa2sjNtcpHGZeYF+xJdGdnKcdXZ4ZwLYU09NlXXr2Op0x6LsRHQr7xtDqi/rqBDBUIJfLqCacss6WbpUaIWLvyyJ5ded8xTxHkJxJIZZEutARqKEAiRscRS3WZrT9uirXRk1NE/ULrvPHPjPv2SgXWohRHX/9+ctsVt5EwXXmveY1rxmzcWAuHR4bHh31Dnh61Cdt2LBhwNA772NI8EknnWSt6QwLprOLDquxkhy0oT760Y/qQx/6kGlE8dl8N4YYgwlh+6//+q9ZX09xpGOgGk7sH9cSN9aRDhAGiGVuPNClBRUxbdjRpQOZhEXBWVvUV7b2IiPgr3UiTSZbkPKjQSw/Hn6dkK8+zlgqLALCmGctjJmtowZyY3POlMsp6D6hDlFNfx3VJvy6TJdSdpHvfN9r4PY9CGbmrSbL6T3xWTfvzGpZWVbte7cZaSAFxms0wUS8vBLxqJ/Ctog2EglE7H3vDKIDqCV900kJPdyUNb0ntuu4+kh/CQXRKmo003mOyUH75Nsf376y7X/elrHOxJKQp9KSiEWRkK/59t936WnHzNHcyvGRmpHMHUXv7YYbbrBrg4kEH/jAB/SGN7xBsylq3v/9E/ZJAUZ8wqnnGK9RKhTDYxQCReTDYTgSBXk60Jmy4bcWUeljLfOry7SrqVMnL16g2pqkESdluhRJpZRLxLU/XKayRFxVpTHzwDp682pJ5c07ogutkZEtjC/pyWt+RdQIxO27fFkB0OSr22lJZVinLYj0dbZkfYPSN5fKdd95ffn/Xc2dlt6j7qEkHNGqkqy68yHNieWtDoqPHGxPIVAWNRo4+DQsDvp4h5KU8gT1blmlERTNSwtqE6ovi6kzlTNhz/NX1ZpqOtPiSdc9/bi5On7hxNYDOBI1nqjCM5/5zP5/Q1640UFa6JgjwlUMIlU8HCBQEPpvfOMbpjY+VrzjHe+w7/3lL39pdX7sG8WtGFsI1Gyf/n40oNjpo5YPpw87yHUyGt0h6p1aO3qUCfWqKxtSm+frxuGAEY0GtP5DkiAnRJ+AI040ckCo6Ow1jbssESyprtRfK6yZldURe5hbiP0rwMlzIyZY2Zb2VBnziRSSCHT9IV4JKXqkb3xKod5TRTRvTuHfNzXo7PkVNrz5gca8/r43a8+Tbjt9vnTh4qgfYcr747HcaKx8iOaWkB0zRt2dOm/g2zbbceaCiP66J9vfaYjt5HHS3IjmlIVteyF5pPwonXB2ojwRsVmi/9zRrstP8IvMJwOhvrmjdPvhbL3yla/UN7/5zRET6ZkUNXcISNQsrInCk8PLLxyFMBIMpPRLizCCdIDICMQnnfXkxQ8u4l37m9SbTCpSF9OBdEJVFTHNKa1UNpe1XHI42asm6qdSvaourVBjpsyKLBdW+N4UhdgUiZfGw9rTkdWjTZl+XSY385dIE6KaiyvzVsBNVMyl2Fxhu0urlYcyph+FN4U3iXYTdUudmZDa0zGrS3J76ahE4V4TjXKfecjxccXzAx+9Q35zAsJujAyRJ4wydVb8uzxOx6Gn5p6MFdY/ZX293n7xSktFTiYmo9uFThu6PBFtHQnwbIkkjfT9Q+G5z32uPfDSWTdBIfnsSucVRqJc1HykM0NR5r93Z5se3tOurt6MOjs61N7VrdJy6iFDyoU8RWNhqyeEMCHsSy0Qem19IzptnbJGGT3F3kGiqIsimk1N1IrqiNbWUnDdt+82986XGfBdLfe0Z8rfV6wO6aadGRtPxXcgTfLUFXEt7as1yitdoBPVJ96ZyyuXzausrlJLltTqngM5Xbc1Y9vF9vRkQ7plFyLEnp6/NmF1ARA4c2TzpCc9q53yRE2Vf56oifLP2aHH8CnLfBHku/ZlrWaVcTAIcl664nAdqcIic4epLC3s7nP4nva0p83qqHlAoqYY403n2Yy2/fvtZsLJH81NxRGwwgHCtzzeZEM6wYKqElWVRLStsdva8JH837W/Qdubuq09ljZ/Ci37ixYjUVWUV6iyskq5zowWVKbV0J5UpocoVU6bekpUFo9pUXVcTbmwFpeTqgvpH/v8xYo35NaOhxAec6Y6fYKJISR8jWFhnx3nqYzm1ZPOqiMbUSwcMR0Y0nfNmbC6c34V1CHHazTHto8q+UXiBxc1u8t0dCJo1nrcd8NBzgHi2dqT7SdHiXBWT15TozdctFaPHeg24Trqno5dML7o0HSK1/GZRIJe8YpXjOj9rsnhsssum7BtgJjxCDC74GwOdUCjiZrjgFxz3x7dua1VeWpqOjvV1J2z4undnVIoH5WHRErGbz6xDjVzZPpSZAxAp4jckzlzkCZIC6KZXRk//UeqbmlVSBsa01pUHrYIFaBTLZsd2NE9ri6k1VVR7e/1o/qLKxhvhQisTxRXVYX1cLOv/WQaWdmsulIZxWMxnbysTuFIRHfsQVGdGq5+aU2Lkm1oyuuCxXnTooMcYfW2d/r6VOjSLa/wi9B5f67PCwyFeM53VvlZEovqycvCOm9xVJ0pv+uQInkHuomXVIQtbcnzviSMZ00tiPeetbxGU4Wenh6LSs32qHlAoqahJmqskShqCPbs2WMhcC6Wwq6lkaAwnUf06XcP7bcW4UXVPhHb09Zjo1TmVya0qy2p/c2tau7KmEEjNLylg3lQER3oyammbxwKn0mqCmNVX12utnyp2tsz2kmdE092e3qsNaUFiYzmhsNaWMOUOt/IHXJo/I5/696jA6Y8IpWEUuqJemrJoAlFrl+K5VP2ejYcsxEpqYzUmvGUtbEwB+NFo0vTFWyIFZ+GrQATu0iRZjzmh/dNfV0U1EdUGo+Y0alMRPWsE+ZbWs5akBu36uT1CzW31i8gn2o4wzQeIGR5xRVXmDFCPZq6JK61l770pfY6IXhSEoTNAbVLKOKjMM01+tnPflY7duywzroARzewf0QRiUqOJmq+qaHLBnzTTdud7DKFfwgU0RWiTpls3ObaRbO+4jjODWTKWVYIlckB9DlFyB4gw/KUZQnVJTyTW7lxZ1b3N/kRIdTIT58f1qXL46bwPdSNvbwkruUxvulw+3vBkqh2dPopv1A+ayOsotG4Tp4X06IymWYedVwIedrx6avbpJaJ5xuS0sLKsNqSOf14Y8pSb76sARIvYb3s2IR1J/tRKqJVvuSMDzRffJ10Pi9Rdvg+sF/PWBXXz57IWfNQOItqOfY9rDecv8xKOaYKXZPg8E1H1DwgUVOMsepEQZ4YH0MHlnVwjJJAFZOojfs6bFzCuvmkfnxysKy2RJsaenTSojJV5trUkMUIMP8uZBGoe/alVR71+0L2d+Wsff9AV8YmkfPv+xty2tnOPDzCyL5hguikc2HtTEWUaE+ppaNJJapUdz4qVJowDtQsOHXvlmTWjFginJcX7dMEyoWss44IesorkdcXyray0L75eOOpZSqULXBpAML54Yif2iM1x3sgTZcfP1eXHT9XD+/tMmNFhGn9fF/oEtzVtmVClJ7HiokY+YJiNISJIm5Uoy+44AL94x//6FeQJqpQuI/ow9BBR4SUmyQK/X//+99NEDPA0QtqP7FZRDoKBwiPBNubu9XU3qW6WNbqeOhIQ5eNVBVdrUwtoGYzm0c3jmXLBANfFBdb4iLGFF+zNDG5OG7RECK/IRufQnQKDSmeR/vpzn151ZdmdercwW2r2ash7DfDyV9xbEy3bOnQjk5Pi2tKdcr8uGk+YSNIJfJ9zm45e2SyBn3ReZzWazenrbyBaBGRLmpK0dr75RMpvenkEkvn+TME+0SKrbPPrz+zRmXSl9Y1He4X/HRYXZfQt69aq2/e8KAaMnEtnVOlZx4/V2csm7oo1GSNp5qOqHlAoqYYo41EsTgIgxMRgDETaUB7YywoJFGtPRlL19lCtvx7n6Chl9eDm3ZrSUVIXVlPiyoiJmVg28JMqq68jUJhrt22Nt+rol2YEHRbn1imvbvPUOAd+nVDIfWEy6RomUrjeSVTfot/Yf1RaTivVCqvzhyjEfzZVC0pIlMhm6IODk6XGrh26dCUnIMr8vQJEYXebFMsEtKc8rgp/e5o6bWImq+/IlWXRrW0L5pEfRb6ThSGn7Oiyj5tKda6YBiqI1Fuxtt0YSK8u5/97GdDvn7rrbce8jvaVE6fKsDsxURet9SbUP9EwXBHR8ewZQesoR0tSW1t6lYum9NDm3ertzdlbXRoPtl6DYdMCwptJCYaRHKe4uGcYsqqJxexKQPhPGSFIeZ+hx6aT9gt1L5R7l5cEdK9B3JGoFjCbsQK782kpPsO5PpJFI7jA405bW3zBw4fUxcxQmRtwoOA9Z9u3qOTYz163hmrDmvfp5OOkTEPNuasg459gjSxj0SaVtX4Gnlb2vJWL4Uz6hUMQKaZZn8PaUgIEwLG0l37MibNUF8asekRK6r9LjwT/OyfPQWh8jv9li6Yq2X1ZXrO6qiWL19q2k7TZavKx1m/OROi5gGJmsESB+hpMAoBjw5PjjQNUYKxRLKYbP7wgV41tKRUsqDTF9FEU8VIVV+nSVe39jS1mhFpSfqenSNQBrJzGenm7WnjJeg04ektqoxYZ0gJYxV8uSgzDtQn8DupQIwgsgdNPb4wp68nRQoPYTmmxWWVyCXV1JtQUnEjS40pV0x+UI9j+CMXOiQ9CKhdosYKD9TOAXpWeWq7wqotjxnZoq33zGXVevL6OVYfQKfdsQsrNLfiUCPoOiN9j89XI3bE1BXuTyeJgmQHbf8BxoqB1LRHi8IBwnRN0QDDuhgseo6T8tsH9+nWJ5rU1pNWZ3ePRXtI4ZFWd80bkA3XcWfkQowsiWlhedw6f6sjKa2JNqspKe0I16rXi1mUClDT+cwVUbMBriu4cLYdxigaztvYFUDTyk8ey1g6DbAJj7V62tSW1/PWFBSiFwC7vm3bVtsuhEMH0yt6xoq42tNp02tK9h1rtu8F6+IWaUMYlMgUI2gKz4d1GOaZB5rTonzIhDV/+ljKxtmwNTs78nq4MaMr1iR8yYa+Lj9ns/xUX17z62ssxTqW6RUzzVbtngFR84BEzdB0HnOJGIVAhwHM2S3IkczOK8aj+zrMSO1s6FCqN6XNqZ2WuqtKRLS5sctqoprbOvTI3nbLpUOIIEhOJ8rvNpEakp62tlEv4HtUWBbqFB5syOjM+VHLq0NYaK91c6lMroSoVN7v0vO77TxF+8gRBIoizLQXVXu+6pBapuLU2+EEKnRIKs6NRXBdfUSa6srjauvJWBQqEYuYJ1sWi+jkJVVmsNqSGSNMl6yfq+ecPF+JYcYfuAXpbghu+KibJeWGrfLT76IJT2l6jxD5SIQLAwSYaLAGEFNEesUNED6ozj04iXpwT7v+srFBjHYry/eoLZc1qRRmcNqIJe9gyh/75FMDP0JDYwnRlUjYU7ykVJccX2NOZ1Nrhx5p7FIz9ZuJkNbXRVUdqpLn0Tl8ULMNG2D2Iu8XpDNWCtBBt7tA7wng/D3anNOJcyJaX3dwX0y+pSut/bu2q7a8REuXLRtyzVPs/bqTSmyAOWnKynhI6+oitm9gTmnY0ng4oYXNvBBIbBoRNaJr121N23voSrQsg5c3nay/bM9YDRafx38mM5H31Nab18oFtSotSZidoLMaG4Wz7uzUVNuqiiMgah6QqCnAId5EXzpvqKnzsGTytCtXrjQhssL3jTYd2NWb1XUPH1Bnb06r6hLq7EyrriqhTQ3dOm1pleqzOd23tVHbWvD+SHdJd+zJWDcIhIgZcnhJqOEiTQAxcnOlsIlsGaHxvT1EmrJmUCAy7b1+jt8ZO/6R7RtnoL7uN38vQurK+d0yQ/u/LiI18DGzmqVYxLp1+P6yeFir55b7Uac+HZTldWU6bmGFLj1mrtbM9T0gSBURqYE8y5HAGR7SF4yvQESPFIaLUDnC62ZmOWI1m+oMAgQY6wBhR5ywWYN1Vz6wq109vWmFlFJzL+NJPEVNn8CvrURpGwLlp/T8MVGYA8gIA8Ezeb9Dj8440yEqLdHS0lItW8z35tXZ0W6pmx3bt/l/V1Wj+kSdGnvDRsLgLkSeIB1nLfCN22Mt1E4dJFB8LoOBicRvbc8bicKG/3N/Tn/dnbEi7WhkkU6KJzQnF1L5EEvcbHg+b0LEPIqBE3vOwqhu3ZW1qBTHgH2mPAIdKGQV9nXlLO2Hs0qazsrJQ3TisY15bW3L6YS5fpH4HbtTumVHylKGpfGMLtqa0fkVTVq9dLFFY4oj6lNlq7q6umwUzGxHQKKmGIVGpTjcy8VMlwADZWnXdHPBRjJGYTBQY9DQmdKqOeXq6c7aQsHLoeZne1OXzq7P6NGQr2U0tyykhu6cdnX4rfzUOS2qjGlzS9oWLbUITh+JaFOogCRtbsmYJ4ehw+6w4P1hnp7iIU+9BWNSnBaTiyKZlgoqmsX72lcD5f/NwfEtfSbjkM9bUlPiF5Dmo5aSo75pd2uvSmJhXXbefJtHR8SpGHTajReEiB944AEjvIUiby5K5cLphWk/Z6gm2kgFJCrAVKfzhhog7G7GxdFzNKAYIFwWj+pAa6e6rKs0rOYevyKcpYo96c0clC+gJgiyxJKlaxZyQXSF5hds1SlzI1YHdOj8ypBJsPCwWXPd3Wrv6NCZsd26r7dSjWmkRyKaWxbWRUuiWl0bMf0kvxC7ryC7fwD7IS0oFq3649a0yRiYXEAkpvsamMCQ1quOjx+aLuyD1SqN4PhevDRqsil/38NcTeyUdMaCmJ68zCeih4ye6R8C437vKy3wPPv7323qtVfJFFDW8McNjdq5oETff8rafvszHbYqmUweEbYqIFFTDGdgikkUYW8iGRgk0neDTbYebTqP4m3+I51lnW6plA4caFBLMq/eTFarEgk1J/NWgPl4i690i6wIC5E2YIWy1nFSGvNUnvOUciHwvrQcy4osHSKTrrsEQ8Nz/r+k3gKCVDiGxcE3TYVGwSdJZif6uuUgOzYXK++LxBENw5B2p/yQt5fLqK4ioReevkTPO3WRfU5nCuMW6SugnxyQi8cDp622WKytMDxeWEvlDFbx+ybCSE2G2GaAAOMZIFwYPWcN3L6pWdc/esCU+7OZjLKpHlPyz+cR0aR20XeyIExGqPpKAyAqc2JSW0o2FJjCb0gBGk9Ebx5sypm23LrasNVkFus9hQtmui1eJJ2Y7NWB9i61tHVKvR0KN5Vob6Za1VVVWl8T155OugCJhlF04GtQUVO1CkXzUFh37EqbhEF1ScRsOfvGtu/ozGlHR96UzwHR+Sda82pK5jWnPKo11USQho58J+IxXbAkr3MWRS1KRoc0qTwHhrmT9jvQnbeOQ4tGeb7eFJ3SbCMpvFt3pu1YcnyidEuj0h4L6/HmjO7f3aHT+zryRmur3L/HA+5145VjmQkISNQUe3fOMyu8MLnx4cnRwQKBGmoUwnCRqCcOdOmeHa1q6ExrUU2JVtSVqjweVXNXSjWlpZq/YIG27dqvrS29mh/p0XZF1ZWsUsqLGoEq7QsPW1NHnnlUfjgZT42ixP1dnnqtWKov0tRHdKA9jGNhWaW9Q322wwvC/df5Hx+Fx0XEqI2Eft/rwI9k+bpNSAns6+jV8QurtLSuVK3daZXEIpaSrIvn1dLSqpJMu/ItG3XvvfusHoNZTfGSySMUdEmSdkWsbbg6pMJaKkeCCz0/VzsyXs+Pa2kwAh4gwERhNAOEC7uC/7alRd//x05/WoGX0b7WHjX05KyUoLGHlJ6UzPnpK1BYRuXGqYSUt3KDJy0KG1m5dkvGajN9mxLSwrKQXnJsQhWHxKQOR2VluUrLSrVioV+7RRchUSpa5CsU1ZzoIjWm4iZoafsR8se7rK0Na9teHNG4SqNRmwnqg5SfP+y3ORXSmkhEzd1Z/XBjyuQJfGSsPAK9J2qbBj2+fT/ZXxzcw45pKKQrVif04429ZrddF02MQcWrS6wUgyhdZ9q33xjaXDZrZC8cprs6ZyUdjkQVn6+B6j4nw1ZVBJGoAKOF03hyRIgbMZEMohhEM4a7GIeKREGerrlvr3pSORuxsqWxSw+WRLWktkRbGrr00O427WjuUVc6rGioTImycrUpLS+T0v4e6rQiyoZCZtDMiFmhtqfGZE77u/1UnXGrwq8vCE1n8gfJE04TxaAs9spEyB8abGTS98wITuEtor2Et0dUjAiYV0CeANGt2rKYpecuXF2vd16ySlUlA9VWLOoPETc1NdlxZaYS2jSQKUgVQmwTFZKmbo0OpBNPPHHULcLFnlxh/dR4o1RBJCrAeDCSztLRDhB29o7IyA0bG8wG1CQ8bTnQowPdB6cAuLofrnTICICQYCuIRhFNwR5hR8ojvkTKH7b6BMrJFWBb9nR7+sv2tJ6/Jja0CGiWQb9OpTxqGnw8WIOso+qWdm1o9rSnN6bSeFTr66M6bVGZ9u3bq9bmVpUlVtr4Gd9J9j/XVxQgcsRQ9bx+szlt8gNEhyBENgoqmdc1T6T0llNKBkz5WQTNSRMMAVKPbz61TP/cmzGSxgDiMxbEtbTKP3h0VpuuVhZRZE+JeLyvHst3gkcqrFkcpZpIW1URkKgAYwEXMoWY27Ztsxoohh/SCjzSvx2oMD2ZzpmBsoJFE9D0L/htTT1q7UqpN9mjjfu7rcPDDfLd0YECcInmV4cVz2ZMuwmjZYOHuTgwNDnkAfrGKDAN3XXG2DuYBO5Hnvoi7/1pOBehIgRdmogrq5x9BppUTFaHHNVXxLVmTpn2NXfYKAeKv1fUl6m+PK6a0pjmVSW0oDqhRCSipbUlOsk66oZeoJAmxkrwwNgzr8tFjDgeFDJCqPg5muGnxS3cjz32mE4++WQjaOPFQKF0Z6RG4/nxXtqGg0hUgMkCTgpR89EMEHbR8+5UVo1daUW9rJrbIVD+fDgIBm366CRBjLATc0tD2k3U29JpsjQdBAoJgqqYLGVHFIruPQQzHRmBNNCttrktb4XUFTEkA/wC8I0tvhAlReHnLI6brtRg28saouh69fKsdTQTpWprb9TjG3vMgM6tn6MTS0K6q8GXejGRTJOA8VRfGtbamoil79hGCKHLxNHAQm0XAsXoPS0px3Z62t6e0z/3ZdWYzGteecQK3Jf3pQMHA+dgXllez1oz8PsolD+uJqd7G5i6EO3v0utOZ20qxQWr64Y9d5Nlq44kOZaARE2TVhTkiYvorLPOGtU0endBFpOove29auxL4flekV/AWBLO6f7tbebxYWDCfV4d70nmEHnLK47GSiKi1t6ckSHIE4veF8P06RJRpZ6sT5SckCUCBRUlIWU9poP7Xh2LtM9ZVEk0bPVK2T4dkwVVCat9qCzxNL8ybtGlXY1t9ncXrq3XK89epuMXVVqabiJgRmbePHtwLDCERKkQVyOKxHF3USoW80i8cNq3iXDRwo3XOtEYSkJhJJ4f3t2RUGcQYOZhtAOEXWPLX/d6+mfnfq1fklM2nVJTR7c/KLhvnFR/5zIyJDYcWLpwSdRa/+85kNXDjaSl/Kg0ZAq9J17b2ekTl8LyIrtph/IWFadeqjck03tCrsBGTdGttienzW29evmxcevwGxCmck4PccjKLOgs7OjsUKIkoTn1c6yeZ1HPFi2NztWeTLmS8jt8KXu4cl3CnMckdV4MGe6rR3VgPxlZ05HKy6uI6sGGrH71RMrsLUd0dyd6T1m9YF1CJ88b+Bbtxr4MheaWZq3N7VFq3lptafesRpTtYEbqp5937Ljt7EC2Kj/CKJXN6ztCSg8CEjUNnpzT56CTpVjRdjTdfT1pv8OlupR0V1Z72pLa3Nit0lhY88ujiuV71ZrMqDudt04XCratZbd/6q+nlqSn5h6IFSTL10LxO+v6DBvDLhG165MgyHshlcQIm/ujCspLS6zThs/EG2ShIp5Hyu24+eXa0ZpUUxc6TehH5S3C9PKzluiCFRX61a33KRkq04nrVuqM5bUDds9NFDjekCYedNFxDiBUPKjrwKN2dVR4oANp2tA1SfTwtNNOs9TgVGCogs+B2pKPFMMUYOaAaw7nYTQDhMFtTzTpe3fu1N6mrOLxdt28pU1dybQRC/SXsEK5PntDdIaHRcptfmVItYmQnrY8rrMXMOvOUzwqLS6n7sf/fBpeGC3FyBYUx/3pC551s80tk6rjId3bkDPBzEK9J+wWyt+okV+w+KDNIaJEhIimlYWVsf6hwmQNqJOCSK1bu85sA7ZieT6vY3qT2rS/Q7va04rm01pTE1MiVa1MokpzSxEhRvnc7yh0wBZDrBZV9HXLbU1ZGrI86g8Rtn3IevrT1pSOq48cUlDO+yiNwOYP1eWHXduzd4/WrVqpf7nwVO1oz+mJhm7VlcV03uraYfXwJtJWeX0dicVRqiCdF2BMnhyt8ERI0IAaLYECfkhW+v2D+3T37k519RIB8rSrNak9bb2WS4csPZH3dU+IDGE8CJdzeXONhz2vr7OlQGLAVMQRwfSLM/mUmpKw4tGoheAT8ahFltp7sxZWdwq4nT1Ji0Sh7L1yTpk2N/bolCW+aOb+zpQWV5eavMLKOeVaXleqM5fXaG4ip/vvu0fnr52v9evXT4vCN94ldWg8WOjIFJD227hxoxlNokz9xenxuBEtbiQo3A5XAzJZGK7gE/Veui8hiAECjAXFa5Fri/l3dOGNZoAwArc/uXu3UtmcFleE1Z7OaXt7xrrH+AoiS1ZjmWe+nS+nwjVMfRPvn1vi9/DyHK9z8y+e9ECB9qnzwrprf95GtqDjBEGBdFy0NGE2i045QGea3+nrR9kpxN7a7pMovuNve3P6256s2UWcwSWVGT17dVwV4bRfaF5RoWVLlx1yfOLxmMKRiE5eXaGTiez3Ji3a3dLcrN27d1lpwYlVc3RXS8LU1yGGdBnijp63KKbqRNjEiyFFlEpAoPzpEX7pBKNq9vaEtLo2avNEb96Z1t/3cAw9Kxw/e2Fcl67wVc4LwbmiZnP1qtVaumiBqirKdWKFdOLiqbNb4WEi6nQ186CubrYjIFFTBOTn8eQgDdysxyq5z8X5QAtF4w2qLU9YceADu9u0tbFH1SVhZTzfkJjGCh5a3E/LYbyA6TZFdAiBouagqgQJAd+AEDXqSvmdHCAW9XPpbnSKh/BcX8ttTyZnxos25Y27k1paU6JXnFqrVYvmandbyj6LGXROzJKFc++9DxmJZN7RdI5IcWChQ5Z4sMgJ1Zsnt2ePkSo8UAwAowFmUpSn0PM7cOCAXvSiF+nMM8+0VvMAAcYLCDnpO2zVaAcIP2IDzlNaXl+mnXvbbRZcXuE+CRRfaZz5dmX4kSGGCPsFAghJXrIsajImDuFIuH8CwKHw7L21ibzub8yrI53X8qqwzl6AojgNMjnrGHZwf2/tLyadELa1/8+9Kd2wI2ORMaJQbMm29rx+9EhSFyW2acGcei1YuMD1FPfDCrT7P9yvx+SBvh+kB0J1TFubehNhPdFbpd5czGq0zl2S0AWL44dsU3FMqX+uugf5yFtU6vbd/jaSMWCE1i07Uxbdf/56/7xgu7AD3F+ItlOisGzh9MzFG8pW4bBiq7CnOKWzHQGJmgK4AnLnyRGRGu38u23UFmxqtojT7fvCWjZPml9VYp/T1NmrEJL/aU/zy/2CRjre3LiVcJ+SLUTKdJv6istdmLiyJOqLTob8uiae7kzJiNSc8oROWlRqQ3t3tyaNUF28tk4nL6k26YFtzT2WRqTuaX19TCfX5dS4Y5P2b32sv4g7n2PWVEz79u0zr5bFM1NHk/jifJX2QH2c2ikIFek7tp2xFo5wsX+DjbKYSkBMn/Oc59hxZQzCYMrQRwNcI4FpAS1ePN2bM2vhBghjr5AwGMl1DqnY39FrzR9ExLE1CFEe6MwomyeSfXAsE6NYWns9raiJam11yAaZ22y4nHTnvpyq4jmdWB/RvPKwzYAbzNnCqWNO3JkL/PrN4m43hgY/3JRTL/ItsVC/3hNvW1/Hdubs+wisV5WE+7uLQ/m8CQ/31C3WwoV+9I2/e7Qlp+akp7qyiI6p9YviB0IsFlV9fZ3mz5+nVZmsOju71NTarp6udnmtee3MVqqqukoLKiotItWWombLn7tpek85P9K2tDJiCuT/2Jftq2d1BfSUXni690BGT1meMBkE7CvXf9nCVdrYEVNdztOTa6cnaj4YIJYveMELzHb+7ne/G3Yw9WxAQKKmABhzyITz5EY7uuWubS366m3bTBsJI7Q/KXUf6JKXz6ozmVZ7MmthYhYVYxNIt9nsJTrtCHuXRi2qhA5TRSKs1p6sGYrTl1ZqR2tK7T0ZeVF/XEtlHGHNiBErRCoxSijdlsQ8G6PyglMW6AWnDX1zcnPkuJlRRwQRYbHg2Y5EU2kmwKUxXBs3547n8KIgVZAp9oe0nyNVo/HUJwpsDwQKwvfTn/70qCZQgLlYN9xwgx2Xq666SpdffvkR4e1OFbiJFw4Q5roaSbT4nh1t+undu7WrtcdsBql9JEu2H2hTrk9sl4+hbMBmvSFxEqGGMq9T58WtbumaTb5cAeD/9zfkdcWauI4Zpvww3Ccd4FOgQwFROm1eRA805m1MiiNeJ84J2ww8tofvJDpvJQp0JDO+KpNRJBKXV1KuaCyqhq6svr/BH0vjI2PD19F7WlI5OMHEFhNVq6musofnLbG62PaOdrMjSUoESmt1W7pW3RmnLuyTpWevKbEIfkNHzhf9LPoaji82/kDSU3fzPjU0t+ne3HJt2pBTzsspEk7pj9vv1edecJzWzpv+2qOuri5deeWVZievvfbaI4JAgZA33pHdAYYFN183mBZwcya0SZHmUODU3Lm1VR+57jEjUHXlMVXEw9p2oEPZUETlMX8QJW3AriCTgkFf9t/3DKORsEkGkIdnjh5EqDudU1NXSmvnVigRC+vhPR3qTrHwPCv8psPvzU9aYWTqpscatb0lqQWVCV20rt7aYkeTgmMfMMjk6YkO4IkQZoZU8qC+aCak9IrPFzo4LHpuwAPVrjk5AYgixhCy5fYLQkUB+2TvF8fy2c9+tnl1GKWx1NgdieBau+uuu/TBD37Qjg2NAJ/97Gene7NmBSBQRKCQ7+BaHgke29+pj/3xcXUkM1ZegN2hjjKbJkLu+c0tWcap+GKUc0pDltZr7pVOnRvWZSuj+sHGjLZ35FXbp/dk3bTpkJAyetNJ8f4IDODzCbRTY4RzSDRpKGAjt3dIW9pyRs5WVoe1uibc/z1fvj9l2k1VibDS6YxyuawisYSSuZBesDauk+ZG9O2HU9rWnrPB6+wHn0ktE7Vc/3KqT3aKEXWaTEOA4b+dnR3a2tith1vD6vLimovEwaKEVs6tsOHKDCn+/N1dfcST8Qx9HdN9x+H5izpVnu3QI1pmUg4cKntEo9b0gz3/9RvPtMzBdKGnp8cIFMGDP/3pT0dEQblDQKKmgURRG0WRJPpQgFNw/6523b291QjOMQsqdN6qej2wu13/e9tWUyGnBilHcXiIwvCMMl7UOukqElGVxyNq6EpZEp0iQxYOi5piTAbyVpWgRp43ZXAG8O5u69Wq+jIlM3m1JTNKZfImNwBJu3hdvS5eN8eKwccLFowjI9zI8EA4DqSfHPmATDpCRVRnutNjbDNjLIgysc0j1ZIq3i8IlJNP4EZePCdxvOCYPve5zzU5g9///vfTEgWbaSiW/aDQ/sc//rF+9KMfWVTlN7/5zbRu32wAdoko8mhkMr508xZd/2iDVtaX9s1sk6Wu9ndmdMq8iJraOrSxI241UdasEkG7ye/Ge8n6mEXNv/lw2uqX+LcPP7rUkfH0knUxG9SL7tPtu7N6pDlv5GFJRUgXLolZHdRQiEWjNp5lMPxjb1Z/2paWl8+ZhlXUCJSfTnvLqSXqSHn66v29Coco6D74XdSa4ry+/pQyraiEMOX0eEtOd+/PWNfzwsqIzlkY07I+8cvB4IggGn9dnZ0Wpepo7zC9Pmb+VVdX6Zfb4zb4GPKJbefYpPLS3FhGl9c1asmKVfr03SkrqyDCR3TOkThkZf7nyuN10brxa9qNBb29vXrxi19sNuvPf/7zqCR9ZgOCdN40gEXDTdoZ/l/cu0e/e2i/kR+8o79tbtafHt6nZDqrVDpj3geyBbGSiJGiXNYTEeTGJKq4vvTAmrnlFoXq7M2qozej9fMr7LM37OtSU3dGlSURLaou0YGOtKoSMV197jIjTY/s67RQMaRqzbzyARV0xwJIBZ2IbAPFzo6MkG5asGCBPSCXRHAgHohX4pVBONB1cl1xU02g2GZ+EoEaTWqseL+oKYFM0dmD0Ce1JY5UjVfHidZgvDq+87e//W1AoAYgUJwDOi/f+ta3atWqVfrwhz9s6T1IVYDBgRMz2usTLSjsk9XzUE/V2WmERH1TCV58QpWe2Numv+6XGlJRpcMRzSlhyG7c2vyJAoFC0+ML9voFVJAyCMvPH89oZ6c/xoRIy6Y2T3u60rrq2LiWVA5MpOieS5sy+eDbf/o8aXdDlzZ0JJQNJ+R5IS2qCOl5axH6pSyCong/fXbIsbKJDszvzCtfEdY/9uV03ZaUsn0zRff15LWhMauXHFOi4+YMfqt1kTTSfk6GxVviqSfZY9HmhoZGnZBPqy26UM2ZGKWrdmyrI1k9qaZV69auVXs2rGweolc0FaFvCkQD4lvTgFQqpZe//OWWXifNfqQRKBCQqGkS23Q1Udube/SnRw5Y6owuNsLEjCN4oqHHPJGTFlerI91mkaJomNx9SD05Oh3QQcmpLJzR0vKwqhnCWVpiHhrF5686Z6l9HunAW55oUnuS4k7PQrtXnrpQxy30u8wQXptokPMnJYAxZizKYNElFrobtcDIGzwVCBVSAqQ8WXAuSjXZyraO9HGuiECNJ3LEfkGaeNApRyjbaVK5UTQu7TfaUTQc25e85CV2/eDVHQmKv+MFx8JdYxBxyLc7pqQNSHlCPL/5zW/qO9/5jl7zmtdM8xbPbjR3pfW3rc0mY7CsjgkDMW1p7LbXOru6zfHzTHZDKo0QFY/quKVzdOwSUns5Nbe2ST1t6t7brcdbSlRVVa26eI3VeiYKWv27MiGVx0NaURPT461Z7eo8qPfEOi2J5tWW8qzo+srKgw4X0gDUWFHzvbKOtN3Q637rlm06tTKqp66vV0MvnyuTWXAOJSk76rioWSqsS6JRh+2FwDG/7i/bU2a/6cDr16zKerpua8pU0gtTfiYEmvVUXRazY1UM9q+8rNweCxcsNDKyrrNLGw50qKEro4pITktL0lq+dKl1L1YzGSLqq7Mjluy2HZvP166aM/UCvJlMRldffbWliG+66aYRy2PMNgQkahqAwXeaJxv3+1pPq+f69Sxc/IlYVJWJiHa1ZSzStH5ehTbs61BHym+voxgS3aUnr5ujmx9rUFo5dXZ1WWFhey5qrx0zJ6HaqlK98PRSPf/UhUasWFDLakutYHyyQCoAAgVBGKmqcXFXHJEDJ4YJqSKaQxGiI1QQj4msN+LGyzZz8z3ppJMmPKUImWTKPQ/OO2k/9m20o2gwpERTIJt/+ctfZpTcwnSBG5U7X9RAcUwh7s9//vN16qmn2vPUij3vec/TzTffbB1BAYkaO+7f1abP/mWT1Ty5FUgdFMtxZ3OXovmUie22pnxBzfW1kYPSApQYlEdVV0ZaaY5FYGzob1ubVmQ71JCdr4buqGLhsMmokJZ60uKIEhHENv1uP2o8++dqhkkNehadAhAY0n1/35vz5VrCCHZm9Zw1Ma0YYIRKb29KW7dusbrMxYuX+IK8AwR1cVwvXhrTH7dlrBCe7SIyhuQB6TqacR5tztp3kqLs0ybwa1QjMqLXlAprEWQrldUN21O6e3/WMgDUuD5paVznLY4NmQXAhiRKSvSkupzZw1w2p9KyCnM4sSHswxlzqnXbvrA1GIVyfsqT+8cpS6t02tKpjQBls1m99rWvtW1l3WHbjlQEJGoaQJRjuO68RCxi9U772nut0+WMZdVGhA50pnVsfZk+dPl6LaktVU1ZTDc91qT23pgiZdK6Uk8XLcjr3n/eaTdZUmPcoFfUT34hH+21DFNG/wkdqPEQnUIxzMIZeHw+gKSxb0SxxhM1gpgwC8xFzSZqQPFgYFvRkeHhRtGwX4WjaFyUqnAUDUTvla98pRVN33jjjUdkWHwscMfnHe94hxXXP+tZz9K3v/1t3XPPPUaWXvjCF9rrHK9PfOITNq6HGilSDAEOx1BrtjeT0xdv2qKmrrQWV/vF1JQg7O3o1dLquJrakmrP+COeKBB/ytKo6koPjvmIhA8dnk7NTl1trT2WL89rZUOX7j2Q0v7unMrDOZ1Q42ltabny+UpTJvc/J68QJKtP5M7v9gvZcxsac7p1d84iLww9h8whR/CLx9N68yklNirGobu7xwR059TXa+EI5pZClkhZ/m1PxiRkmPN3zqK4zlro2x5nNQ7Te+p7wvNywuRf83ivHmrM2jGizrs9ldfvN/eag3vxsiEaQ+hszGaNlGBD1qxeYxEoi3Z1+2m/1ckDaist0eZsnXpzeZOauPTYuXr/09dOafNOLpfTm970JrNnt9xyy6gHtM82BCRqGlCYzjt2QaUqSiJq7vY7W0Aml7fapstPmK+Gzl7taE5adx2TxC9eW6nXX7Bci2t8l+kFpy6yQvBdLUmVxiNaPbfMFg83XaId3HQxFpASN0duMjriUMglBUf0aaTDlMc6A8/VUZEaI2JVqC4+mrZZ/vbee++1GywaS5NNoIYaRUPhc3H0jQgKqT/O369//WsjWnh1kzGzb7aBm3Hh+eImwjGilu3d7363/uVf/kXf+MY37Mbz0pe+1N4DIX/zm99sshsBRg8aXfZ19NoMTJeaIqpdlYhoT3OXrlofsQHBFIDv7crrhp1Z/XVPTsfPieiMBbEhBYY5l8cuqdPahb6qNenXtrZ2aw7AVlaW1CgeqldnOqyKuE/UaO/HLp48zx+BctdeJGA8Vcb8dF84ElJl2DN19Eeb8zprfkRkCvc3d+iOLc3yypZocahKZSlmhw5TnB6P6pR5YZ0yL2bfURw1WlkTsTQe+14WPaj3xDZS90VKcH9XThuaslZb5TT6qO8ignX7rrTOWxy3qBewCQSdDFjOm/ZffTynzVs2W6Qa2Ql37Vvar6LcHgsXLdSFNRWqKInrsZ0NyvV0aH5Nmxr3bJfmzp2SjuFcLqe3ve1tuvvuu3XrrbdajeiRjoBETXNN1Ir6Mj3z+Pn6/UP7be4da8hSePMr9KLTFlq3CsXhdNHVlsV14uJKlTNEqgBIGPAoBIsNMsPDBDn7bs5EXdzsJ0gJeerxkgdu7tz0SYVBZCb7WLp6I+qoMLbsF0JzFKcTfXNpP+phBjMa1ClBoAgzo101E2QWikfREH277bbb9MY3vtHqC575zGdafcFkH+PZRKAw1OE+p8Hpj6HW/KUvfUnvfOc7LSrF+0mDgvPPP9+IaDEJC3AQjgAUozeTN/HewjEjJgzZ689+o0oAEc0/b8+qJeVZUTmEY3dXVjs7cnremsFTVpwLV2DN97N2fcHUReZcQKhO6W7SvV3VaslG7T207J80J6IzF/ipOsQ7/XIkv8Cd/zn5zLZezyI3T+xt0c82eerVPIXSIT3Y1qvbdoT0omMSWl0zSO1mKKxMlkFY7vfD98HXdUromidSVgflNzrIJBGevTZhfwOx5PgVmW9fgTwrtaVDmlvqWTcgauk7OnwRUA73wlhSz1hQqhUrlg553a5ZtkRVFWVat2pFf+kA9pF6TzCZHcP5fF7vete7dPvtt1sE6mgRuw1I1DQYJmtpLRjG+KLTF2v9/ErdvaPVcuYIo529otrqolgw564aX+QB0uRSSE4wkoVFuJWbtUuNjXZhsT+ITkJgiABMR4qJlBcPvDMXfWPfUIl3Q4XZt8ICbogXBIrjARGbCQRqoHNGxImOFmqpvva1r5n20dHeicc1584jKQNkC+iE5DomVfdv//Zv9hoF/V/96lctzffJT37SUswXXHCBnvGMZ+jCCy8MCNQYsG5ehYnwtvZkVNfntHV09aijN6sF5SFTzf7T9pwRqLpEX3EzKuRZT4+3etrR4Wll9cG1hs4ShKM6LpVSPDQAcWNtunEqz14S0dntST20r1ud3UlV5Dq1xAuruZFobo3ml4VNC8r/nIPDhkF9KSKi+/S7LWElVabKRNgfYYUwcEb67ea03n5ayWFz6ECEtFnfMOKhcNL8hOaURXTfgYyNsZlXFtHpC2Kq70tpUiQf7uvo47td8o/f+bU0wu9h/fjRbm1v9/WeuEyRZ9idKtHdvZU6Zojrtrqi3AjUYKUDRPALO4adUHChEPRYkc/n9R//8R9Wq4ljw3o7WhCQqGlAsWI5huKUpdX24GJ0Dwz9RN/g+UzIEg/m+PkttA22sNB0YmG5OqqhipydICV/f9ZZZ427bX8iUBx9c3VUroAbg4F3SzqHSfRELGYigQJsLwTgzjvvNK+O7b300kt1tMI5IO58oeUFEUa4j2YGUnfXXHONnV9SdgBi/cUvftGIFgTKIehoHBvo7L3s+Pm65v69Srb3WlqqoyersnhET11VpvLSsLa0dyoRPtgdZvPoTBcqbwXgCF3SQfaXHVk93pI3OQCKq89Z6OmsBZHBi6tDaCPlNacyoadU+rVD2UzWNJXa29qtnGBRvkpbvblqT/nddNAeIjwQqJre/drW3q0OLbHxL0ag+j63NOpZFGtXl7SuPmZF2w82pHXP/qwVhZOOI9U2nN5TJBLSwoqILq8Y+H1raiJWI0ZNVUnIl7Mhgpf1pJPm0EwU1q4OBjVnfbHMsJ8eg9gRB3ukKau23rxpbbkOv4caMjrQzXMhvfTcxSOK4LuOYWwjth9HeDwCyPl8Xv/5n/9pNYkQKBqDjiYEYptTBKIk7lDTpk6a5ulPf/rBAZR9061d3QDPT/UNnggNi4rFBTkisuRqkQo9FVJLFHizwOmAmmo9p9HCFXBTX0E6DLg6qonwwiYaXAPvec97dP311xuBggwEOAhkChAYJV3wla98xZ5jNuWnPvUpi66+7GUvs7qM4bSkAgwM1vdg9UuUGvz5kQP2aOxM2QSE55y8QKcv82ezXP2D+9XQkdKcCmqgGCXlmZ3Y35nWZWvKde7CsL5xb6e2tOdUEvFTg719tU3PXMEMvOiYBDP5Dsj0PXvTuqs5qmSeIcYhE+Q8taxFFV5SZQtW6tuP5EymIB7uI1F9XX2If778uBIdWx/VTTtSunlnpr/2iX1ORBnxUqL1ddFBnVPePxz2dub0g0eSfQOXfZLJ2JhXnVRmXX6Qoh9u6LFaqXwu1z+4l97EbE56y+nlWlEdVVNPTl+/v8c+x0W3qktj+tKLTtBpfedipBhIALkw7TdUt7LnefroRz+q73//+2arKI042hBEoqYhnecuSvMyolF7nn+716cr1YA3QlcdD+oQnKdCATevQaYgVnguEA8I1HQrjI8EpqLMQNGGBou+YRzYNx6FXhj7R03VdN5o2c73ve99uu6668yrO9oJFLPwqOfASLM+SN0RgfrHP/5h6TsHCvM/8IEP6NOf/rQNYSZl/V//9V+HfFZAoMYPbthPP3aOnnZM/YDO3sVr6/Wjf+5WJuePoLJ0GYXbZSV64fnHqCOZVUPmUS2oTlgRNdGlilzeGmvu2pezOXeuaB0RTkbBIGuwqiprHXeDATs0p65el9Z4uiiX087mbvV0dijX2SShP1VTrbJ8rypiMRt2HI0dvB7Qeyrp03tiEPBtu5gu4Vk9k6/3hEaUpz9vS5tyemG0jGgQj6qyCLnDYY/fosqI/vWsCm1szqojlde88ojWFHwmBej8C61ARJbdvYBsIsdlfnlM8vL6+cakRaUs5RfyyWhnKqt//81G/fFfzh7ViJeBBJCdpp0TCnYOZ2HjDuf2U5/6lDk11BkejQQKBCRqGuDqjpxI4GSm78YKFgspJB54Kiwqojh0irl6HaI7E63ZNBnAyyJyBoFyxY5Ot8ntG4SKm7MrundjaKaS0HINoKz9q1/9yrw60o1HOzhfnBfAdcb1RpQOskudGLIF73//++11yD//pjaDazPAxMI5e1yn1v02wNpAk27D3k49tKfD6pGwDHQNX3XWYhslxWQGRpOUVfg2MCrfCfPCEdNNOvbY9Qple/XDu/fphs2dNpLKT7lJT18R02nzB7lleSG5OFUsEtGS6oS2NneqosaXDOns6FRTwz6tDcV0T36uOlJh65CD90BbLlgSt0jQ/QcyRorgKr7j6/+kZIsZdu2ZkOaWRY2w/HFLrx5syFpKkhExly5P6JT5Q085iESiQnL8pHkDv69SvVoQ7dHeTKlyHD2OeZ9q+5nILEQhl57VTGF2CxXKYx4zC1O6a1urLlwzNl2mYgFk17hDupRxZaTLiVJRB4sj87Wvfc2ENJGHOVoRkKhpgPPeKC53JGomEaiBPBVIFTcmIiNEowo1m1wUZybMvisG0Sdqt/CSXPdW8b7xPI/CovuNGzcawXJCmJM9hoYbFAXQP/zhD41AQfgCyGqZ3vKWt+hb3/qWXv/61/eTJSQMWDMcL1eTASDGpPicuF+Qwhs9BjpehQRqKFtVVRLTx599jP62tUWP7e+ySQznrqrVMfN9nTq6iLnxoy9VKPrbm82ruiSmxfXVun1zVjdvSyoRj2lOJXPl8mrpTlvX36LyiBZUHP7dsVjEOugA41K2btmqmtoaLTGnKaSK8gpb42uzGS3Y2aG7G/JqSUdUE/N02tyQzpnn3woJ4LBr0L/C7JyVqlMn73lKZ7P63sM9B4u/Q1JDT16/eCxp70FyYSC4ko3BQDpy29ZtetG6Rbq1Ka4NjUyZ8KNMEKjnrPXLDpJ0/zltKu4lBSNz2GbkcSarcQeHlHpEZuFx/3rOc54z5D4dDQhI1DQAAwTZ4KLkJj6TCRQ4cOCA1ZrgmdB+DyBNbkYcRAV5AUiHy6XzczSz5yYDTrvqhBNOGJHgW3HRPcrg7NvOnTsPGUPDZ01kIT3G9b//+7+tOJqwOJpVAfzIHE0CRJ7+8Ic/6Jxzzun3eJ3mE1Hdn/zkJ/Zel74LCNTEYrTNLiWxiC5ZP9cexThzeY2W1ZVqW3OP6stiikXD6krljFQ94/h5RqwYZkz6qr7Ctx/xcETzq0vU0JlWV+k8nXpcrVraOrRlf6v+tqPLIjNVJVmdPCeqklyXtm3brgUL5vet+UPlGOKJhM5dPUfnrvZrgdraGfbbpsce32WOYlVFtUoiFUZUKE73Byp7pgK+uiZqRd2Pt2S1oz1ndUvWzWfpNJ/c3LwjpZPm+hIMhXpPdCEuq46pNDxwyg87umP7Druu6+rrdPXiiJq6KWzPW3cfUTIHuv4Y8cKomTB1W32pO4rUSfmdtLhKkwGcSFJ+qP5zrD72sY9ZFzRO59GMgERNEQoXFQ/Comg2ucLtqU4djRSMFSA3PhARKZwR52bfQTrofoN0ueJt/g7hyKnEnj17LPw8Vu2qwjE0pNVcjRgPipghUS7tNx4RO64FNI3oIkPOgO0N4MOtByQJfv7zn9vwYIQ03XVIqhmZA4gUx49Ig4tWgYBAjQ/OVrlO4olw9iBJH7xsnT51/WYjUpmejMpiET3zhPmW8gMookeLAtoutdbem9W8+lq1ZGL65kMH1NBFdIftzOpvu1I6I3FA561eotraw2VhYjEmRRyMmuDkzcXpm8MImqw/gqa9QyfHuvXPTL260jbIz6I81fGwLl+d6C8OB26GX790TUhqYii8Iooqr31dOf3k0aQO9PhzBKkBO39JTM9YVXJIXRU1SGjtIQtAutqU2HN+F57rxDvkGEZCunRFiX6/OSmynV7IL+DnE593ygKbZDEZYD+/973v6UMf+pA5NU960pMm5XtmG4LuvCkCoU8eroDcFclCOnjwvCMcw3VETAXYPsgCZIQCXlvco0BhCy37Sdusk06Y7BZzR/zY7slQ9y4UsaOeCkM60m6W4mP8v//7v/r4xz9unXhnn332hG/rkQKMN2m9f//3f9cb3vCGQ1TxuUbRp3nFK14x4QKCRyOwRa5Db7K6hbNIpOzptMHozPokOuXwmRs26XcPHdD8Smby9ek95T0jV2+7eJVeeNpCvemnD1ndVX96MJVWc0/Gfv/opfPV2dGhbF96r3DG4khud5DFx/e36Z69KbX1ZFUTTeuUuREtrK9SVWWlzb379RO9VifFfD7X5mez82Ih/ed5lcorrE/f2WFjXSBX7Aabw1uvWFOiJ/WNeGlpbrGu4eUrlvfr7DEOBxI1FNiPu/dl9Nc9WTX2ZFVbFtNLz1isq89dahMrJhp8H07Mv/7rv1ok6slPfvKEf8dsRUCipggYJR4YqGKPzrXgkzaDdJDmcwKY/JzqGwOGk/QV9UGnnXbauEkP++OkEyAfRHEcoZroETREwQgx0zk4WuI3FhSmNNk/ZvEVyicMFoHjnKOmzdDcP/7xj6akHeBwFKbkvvnNb5qYJhIGDBR+2tOe1v8+l2oKlMgnxkngOh6qgHwysamhW++6ZoPaejI2Esu641I5La0t1f++9CQT93zl9++zQcWl8bBSqbRtcyyeUGc6r88+7zids7JGDS3t+s19u3XjpjbrhKP77vxh9J5MCDMalsc/rBbKn01H2o9BydjweHm1fra3Vr15v+CcqxOtJ0jShUsTetaaEt2zL20ddKT8ColWKuepJhHW+8+rMFu4d89eLVq2QjtSJepMe1paGdHa+rhF10aCc05ab6k1iuQnK/LKGvzlL39pdYg0vSDNc7QjX2BnAhI1RQecCw9Ryuc+97lW8zLYBc/pIC3mCBWaUkQ3HOmY7DojjBGFgxAfiMhEp+H4fNcNx0+8Q5fSLFQVHy04bnQOEoVCPZ003FTDzfxyaT+IMSTRESo3UJj3URANIUDv6OKLL57ybZ2tROq3v/2t1Y5B8Lk+Ge1CnQbHOcDE4NnPfrbNwMRWkV6eDlL64O52/d/fdurxhi5ROn3G8mq98YIVFrHa2tStV//gASUoRMr5EbPS0hLlvZCpqX/yOcfoonVz9PmbtuiX9+31r5++maSUFl11XInW1g7smEajg0eBIFSMuGlvb9Mj+5O6paVaKc93iEnPra2L6uXHl5mm1PVbe01vCj2qfhCN6pNBeNuxKTU3HFBkzkr9bHPe6pvsnSFpZXVUrzm53OqehgLq5JCoyQZitUR/Sakz4PtoxUc+8hErayGwQHOLQ0CipgAQB0KhsHjSDnQ60NWAN81JGcpIuTojHvzbKYrzmOhuMbzP+++/34jaySefPOkRMIwfquIuisPvY0lpcgmTvnPjZ6g3mwngeDrCiNcJIaUODqkIolCExS+55JLp3sxZR6QgyyjsowtFHRQ1a0gdjGb4dIDBjzM6W6i///nPfzaCiq2CUHHzmEpCxbZAiqKRkHX9FaYCX/6d+7S1sVNVjIwpLbNrg/mipbGwfvba09WezOoV37vf13tKRA/5vDX1Cf3L6RXq6k72f2Yq6ymT92zU1khuiIyCaenq1X27u9TaxQiaLi2rDKumplrVNdV6pDU8aCSqMpbX82r2aPHylfqfB3JGoBxfgr5xRz5rUVwvOnbo5pVjVy3V0gWTO0eT2qdXv/rV+tGPfmT3q6MVmUxGr3zlK+2eC6nEAT7vvPPMfgckaopB6ocLk4nzozVS1Bk5QuU0mpiLVCyCNhYQQeEGT5E4kbKp9j6La8QgIC4CN5S8AH9HZyBkBQI1E8bPDAQ3hoa6nb/+9a9G9F772tfqC1/4go52uNA4RJPrkPPO+YbMD9Vhx99BnHmP6xoNMHHAaWOsDs4fKWdsA1EqbBVR9emq2yQ6//0b7tGPH8/5RdwML87nTZzyjRcu18vOXKJfP7BPn75+s2rKDnbK2d9mcmhV6tdvPFNxZfTQ9gP6zj/2akNj1njOwvKwnrYyoXWDKJM7RKKM7sof4ihjkxmUjFRBKBrXb5rmqysXPqQmigLwsyradMVJC/RYR0w/2tDV/3r/ZyFrEJE+emG1FZED0pF370ubACmCnOcsLtFl559k9VOTBe5P2Kvvfve7etGLXqSjFV6RDUL4l6gc95wrr7wyIFGz1UjRLQbZIO3nCrchVMUjWkYCukNQhUbYEOXn6e5qcmmxwggchNGlNN3+udotth8CNdPGtxSDVNTrXvc6i0pyriiIZhEezXAEis7E9773vXYtk4qlcJVCcq7Hof4uwNQRF5ofcP5IQeOsXHHFFWar8Minqm4TgkK0HDuQrlykX9+/T5sau7WousSIyZPW1Jn9+sPDB/SxPz6h6rLoIZ1wPWmTsNTv33KWyQG86vv3a3tz0vSesDtpS/mF9NqTSrWyZuB9spT8ENvItdnR2amtDZ368964WrJE0UKKhjwdW9qlF546T2UlJbp1Z6/+sLnXvtvfxIPimuA/z69SdSKsLa1ZfevBLqVzfv0VL5fHw/r2K07VCYsmJ42N1MpLXvISff3rX9dVV1017feEmUakcNwhUtRpBiRqhoAoE6k+CBWRqtEYKaI2pIwgVNSKEOVwhGq4onAnRsnNCqHCmWrAXZ2R2z+MKDdcXjvjjDOmXEJhtGCMy9VXX60f/OAHesELXjDdmzOj8M9//tPC4pAotJ8Y9YJuFuMkXvrSl0735gUYwIFDpRpChWOAs0etDOke5Cgmq26TSC4Cv5RD8Bjqxo445wv/7x4rSK8u9aNRdPh1JDO6aG29PvP84009HaLFAGU3asYIUG9Wx9RFdPWJB6PaRJD2duVNv2p5XZw3jmib+dTH93dq1/4mVXrdKol45vCS8mvMlembD/gCnRZwsv3xbGQO0gYfOK/SUnsf+1uHjapxb7E7dkhaUVem3735rAknOLfffrte+MIXmvQKNutoJlBeEXlyU0YAkaif/vSnAYmayUYKQkXdzGiMFLlbR6hIj7iZdzwgH4UXBK21zI47/vjjjXTNBrhOP2pi+DfRJ7d/49FrmkwQZcGb+7//+z/z7gL4cFIfFIdzzePVkRKBFFNsz++ASORMqXMLcLi9YcYjturaa6+137FVlCgQTZwo54a0LVFnJg8UylsMhT9uOKBP/2WzUtm8r6MUCmlxdYm++KITrNOP1665b68qSw51UIlWVSQi+tpzlmv3gUY93pjSNY/3qqWXMcBSRSysZ61J6LQFQ9ekEikl5YdYL87eqlWrTI+qva1d7R3t6k2mdGPXIu1LRa14HtNFUx4/rzymTOcsimtTS0b/e1+3r5Z+iGnzo2E/f+3pOm7hxDXR/P3vf9fzn/98feYzn9Eb3/jGGWlPpwqF0W7OIYGNYs1B7kUBiZolRopCT7w+Z6SIUHGjGcpIkad3Wk2wZuqmXEqM3+lkQ0uJNOJsAZ4AqUd+0jnETdcVpnPBF46gmQnpHs4d9QTMmKK+4Gg2SoOBFCfp2Ne85jV2k2TUC3UYOA84ERyzyy+/fEaczwAa0t7ccccdZqsgVJDfyy67zGwVkcaxptuRLaGZYCzCuZsbu/WXRxvU0pPR2nnlesZx81Rd6juh3/jrdusAhDAVrkvGpqycU6ZfvO4MbWvs0lXfvU/d6Vx/7RICl0SOXn9KuVYP0uUHuH43b96iVDqlNavXHJZN4PkDze36846cNnUnlFdIlTHpKcvjetLycsWiUd2/L6lvP9htWlhuE53wKLfu777yVJ2xfGKkXO6++24jvyiRI2cQ2CofjONiKgKBCcR9CWbQGewQkKijxEhBOiBOTjqB005nE3VQs2GIMIBAQqDYVshfoVFy08cLxUsLC9OnQ4SRc0XqjvQUReSz4RhPNlw4HM/cXa+k8Div1MFxXolAQfiJNEKwSDOjkjzdY4QCjO48M6DW2SpszzOe8Qy7SSP3MhLtOWwUkXLGN3FdODHKicL25h69/Lv3WaSqHCJlXXp5G4T8rktWWYH6l27Zqu//Y5d1/XGnzOVJ6eWtPumEuVG96sSD+8HYlyeaszZ4eWVVWC37dyqXzVn36HBF+N2pjBpbO5Tt6VB3Z4c5x9U1NYqWVekz96T9Qclu2DBzV/OeyuNR3fzOc/u7D8cD6sxwzplByVSAwFYdzCLg3H32s5+1axG9LDrqqdckKwQCEjWLjdSdd95pYXRaLkndDWek+Bs0oLiBUVPghu2yYFxKjKjUTPT4uaGy0OnawiMdyig58VIXhaPezA0SHkoAcyLBDQSPhdZ7FtxUGCXOKeMjisH3f/WrX7XI5W233XbIa4TsKR6dSgJFUSYtwpAnnABukvxk2yH5jvD+v//3/yyCd+ONN1qEKsDsBA7OPffcY4QKW4XEx1Of+lSzVc985jMH1Pjib6jVZB3TtTxZXbfXbTigz/xls0WaWKHURj3t2Ln6r8vXWdffu6/ZoFueaFJFAVFBCJOUX31pSP9+jp9KQ1wTFXOkEkBYeZ1e3aMrT12gaGRokmMK5QU1VqwT9ruDuX4dHbq/u0b3d5HO9lN+viUJ6d2XrtKrzx1/HevDDz9s648ZldQlHs0EyiuqgaLAngdTJQANYETq6AYmWnfRRRcFJOpoMVIQCRYLNzE0oJxXz99CplwEh8uhUKtpJhAqCueRX8CQMoB2tNvkBDCdNMRkDRJ2uPfee60pAHG2t7/97VNmlNhHN+cMcBPiOrjllluMQPFgxuFHP/rR/vew/1MhVOmME3pe5557rhWucoww3lyDNFNglCD/kGT2A+NFOo/0XtCNd2SA80hxOM4fhemk6YiiY6tI2RIVpz6O2ZtcA6RNJloPrxiMk7l9c7N6MzmdsqRaxy44WDv6+Ru36Md377ZIVOH8055MXmcurbTi8437OvWle7osWkTKz8blWPotrFedUK4T5w0dQTWl/UFuw15fp98dO3p0d3NE3fmoFldGddXpC/Tic1aNO8JOnRn3iLe+9a0W7T2aCVQhKJ3hnkotFDV4pPQKo1Mf/vCH7Xk0tAISdYQaKUeoMFLMZMMowaBf/vKXDxrF4VIoTImRPiQVRtH5dM3zw6BCSiA+E6FfBSFzNVR0+7jCe0gVrfXjNSIce24G73vf+8yzm06jRME25ATiwnZAokiLTJc2FeeSlAERM4rsC8G1huTD5z//eUtTO0FaCFVAoI5MYG+4iWOrIFQbN240W8XgcGa0Eamc7lmIWxq79fLv3adUJq8SlDP7Un6k1L7wwhN0/uo6/ee1G/T7DY3iVc9jVI4UQrsqJ1Mxf+OpB5si2nrzeqgho3Te07raqFbUxqyYfCRIxKI6afViS41iw1hPI9HSGwwcZwgU6SqivgGB8kEHNccE5w0iBbGnxACHz4GIPiruSBIFJOoIBqf2F7/4hV0Q1JgQhaFjhhoqbmYswKHGz7iibVIskA9HqKaqxojoGQSK7SSdM9GLnBqrwhE0ROccoRrLCBoiPyw0yAtq2tNplEh/4ilR3/D+97/fnoNEQaY5t4i8Eglidt9UCZSScub6IxLGNehmsw11nIYS2wxw5IDzjGYecxFx1pAvoeaE64TrFLszXdfBrU806eN/2qTWnrTfnReP6q0Xr9CLT19sr7/t5w/rtk3NiobyVjeF3fD6pArmlIX1vnP9SO+de1L61eNJvwOvT+/plPlxXXV8Wb/EwlBYuWie1i5fdNiIKWw0+lkDaekNBobLQ6DoFqbe52h2UnIFsgVEnnDwyHgQLSeK/7nPfc7uf9h1HGQHykvobA9I1BEOmPTf/vY3SysRkXBeHxETmPZIjJSb5+cIFTVVdL85tfTJKPjFQECg+A5SUJNtQJ2iuDNKoLDTb7goHF40BIoaI9J4033jhzxzQ3LhaIA3tXz5cvud2rj/+I//MFFXroepIlF8H2m7d73rXYeQJDqDqIly4qMBeTr6wBqiCJ3rko48V++JjhgpYCKTeP40w0z1tZHK5nT/rg6bq3fykupDZBE+f8MT+t5de2zEC/VNpOaQNqA86qS5Mb3yxHLt7crpc3d1GoFyfMndeJ+1plRPWTH8xInzTl6virKByRFRKWe7CrX0BpK24di6+tkvfvGLRy2BuuGGG6zcoZAUYTM5HqiSI7Xiok40B0HscUq5XxYiIFFHITjl27Zt669L4AY2GiPl1MQhVJMxzw+vCgJF8R6dLVNtMAvTmhgmojqFYfNi0gg5xSgxW4nc+UwwSjQXcC5Qlx4M1BxRj4JXynGeLO/OgWsFvSyOLYXudLk4fOUrX7H5XNQizBbNsgBTsxaRYsFOQahwCLm5Yat44BRMJ9nGFv7lb/fo0/d7SmalqDEkuufyJoPwltMrbabe7zYlddvOlP1N4eYi3jm3LKz3n3+w87A1yYiXlLrSnpZVR3TyvLjmVJfr7BPXjSrC7qRtaKTBdpEyJ+pMNAX7QNPGTLBV0wGOC0XhDIKnccFpZFHqgDAyQr8vfvGL+9/PdQfhhOhTclBIvgISdZSj0Ejx4EIajZEiKuVkE9w8P0eoxjLPD7ZPETk1MYWTsqcLhVE4CBX/poPRFaWzvYTFiaAQ9p0JRomIDsJ+nE/O4VA3ALxUZmRhVCeaQPH5GClAaobQN23CGC8IFPV5kDdIPClHtFiO5iGnAYZfi4huQqa4tlHWpmbO2aqpHlmFLcDZI7LbUzrPUn7oUgHG0PzbU1frnBVV2rJrvz578y7duz9dJJjpi2uWREL6xJN9raf796f1ww3dflowJCtWn1Ma1pdfsE4nr1o45gg79osiaEgAa46JADjMRyu6u7stooQiO85vYTTqU5/6lGVwOEaF9oiZp0T4qR8rbMYJSFSACTNSbp4fD6INXGiOUI2k7oYwNHpBLPKZPILGReHQgCJqhlAknstMacOnc+Qb3/iGkeOhatfwrkjpktrlPE90PRseHt4voGicEDnCo0RBSXuimM9xhKhThE8oPUjjBRgJuE6IJpD+I6JOVPWYY47pt1WTUUNZCBxGnD3sFM6eL4DpaUdL0sbLrKg/tM7pO3ds0+dv2d4/usXfB/8nw47feFqlutJ5fej29v7ZeQ58zJPX1evLLx77GmWdES0nuo8Dw9rjuE01PvWpT1nTzTve8Y7+BhfuGzQS/OxnP7PaIxclm+yINOUNECIiT4VRcYjUl7/8ZZOpoTSD2igH7Bk2tTDSHpCoAEMaKUeoCo0UdVT8eygj5caz8MATIuJROH5moHoZbubr16+3dOJMBzIST3nKU8yIEn2jy4+BlNMNirUx6sycw2A5MCaHSA91W6QmqYmiLgmjWqwdNZ7vdpE4votUIuQSA44WFZE6yB2NDpAsPHnOO8cP4dcAAcZqq3DAkMOAGFDrwhrAVhFJIAI6kRFiHERutER7cQBGgq5UVs//xt3a35E6RM4AgvSW0yq1qjaqv+1O6Zcbewb8e953179fOCZhTew4657jwPDz6ep4vPvuu82JwrmmwcSRKLowITLf+973rAubmknOF07eZAInk+/CgcQWUpbiwL2IEgOIFK9hswZDQKICTLqRcvP8IFTcNN28OzwNCBWv0dmG9zgbbqaIQ+LVMRj629/+tnkkMyWCwhBrPDnalynILzQYpM84zoSyly5daucOheKJ1IniOGCwSXmSwsNAOg+Orjw8PzxAFNwDBJgMkGJH2gPnj1Q1NsU5f+hOjYdQOWePtYUDMhrsbe+1eX10+yHYubAioivWlmp9vV9jeeO2Xl23OdlfcF6M2959nuZWjE4oGAeWTmzsNamo6VL97+rqssg0ESaEK53UCueKAnicLtdUghgv9wLEpM8555xJ3S5SdtRnopFFDVRhVyO2khpXyiOuv/76QVX2AxIVYMxGCkLFxTUaI8XNtLDoEQICySKFN9xk9pkAthuSgBFAT2S6dWxmGjDaeG0QbowltU4uQkUI/NOf/rQRN7pdCOkHCDDZN29UpiFU/CTaQC0QturMM88clfYdzh6CxUThRzoEeSB0p7M2WiamnB7fvkdNbZ32/La2rL54t//vYiyuKdFf3nbOqOwjETPqfpAzYf+nYlLDYHjVq15lx551X6hX55pbcNKJSDsQ4UNSwHXxTjQKnV6ERonQUTBO0X1hGhFC56ZdDIbgDhBg1CDkSpcVD2ekIFRcgMMZKUgHi5oH0REKjVk8tN3yu4tQzcR5fnih7Buin9T3BATqcCkCzj9hcLoYIVHnn3++FZLzPq4FxkpAmsfSdBAgwGhBpJsUEg9SyERqsVXUMxJZgGRgq+hOHmo9k5ImMkHtzHhrdcrj7ntiOu3Y1drf1KrHtu/RimpPx9ZH9Vhztj8a5fSk3n3JqlHZQ2q2nv/85xsBYH+nk0D97Gc/s/ox0nkDRfXpIi4kUIBjzGuTBY6lq2siEsW5x16xnUSk3Fw8CDMYKtMQRKICTBgwUkSm8HqIVA1lpCBMtNYzgoYbL9EK10XCgwsW9s9imgnz/PCU2BfSYAyhnOxRFLMBhcWV1MBRZI/Rdl478/GoE+NawNucKSnPAAEoZr7pppuMYBA15TpmfZPiptmiMO1F/SMRCQQYh4pIjAeZbFabd+7X1r2N+vPWXt25O6WerKe1c8v09qes0iXrR/69OLYQKGwUa2+qxHQHAnaebm9KQFzzSmEkijQeXYMUlBcCPTnqpohcT5UN++53v2vbeeutt1pNKUEAxEiHQ0CiAkyakWJwLIQK7R+MErl5jBTieRSQs0gGmswOoXI6TXiA/O6K0kcifDkZ6UvSlRAEuoGm06ubKSg0PtQ90TrNcaKTxSmkQ4oRTsRQIvKKFESAADMNREa5cXKNYqsoOcBW4fxxXZO6o4nEOQiTibbObm3culudPUlVlpfq3JPWj9qRpbYIm0mGYKAmnqnEtddeaza/0GZjO3CmcIxxui+99NJJS+cNNDKq2JkrfA/bQcSRWlfGgHHeh5NdCUhUgCkzUkRwyD0jE0BhNrOH8EqGiupweXJzdlpUfFbh+JnJJlREV1hEeHN0mw03TmGipQposS0E5BOveDpbgwsBMcLwUPPAsaEeCsNHETmRSMjwv//7v9soBVK3yGQECDBTAYG64447jFChceZGZb3pTW+ym/1UpKG5qe/Y16h4LKbF8w52jA0H7AGpKCJRkJOpGCw+EvtJYXYhiDyRJsPBIrJPdO+nP/2ppVgBTTH/v72zAJOjzLrw7XGfOPGNAoEAQQOEQHB3dxZdbHFd3N0Xd1v0Rxd3t0AgQkhChLhMMu4z9T/vnXy9NZ2RHmuZuYenyUxPS3VVddWpc889l7+31ljuSJK70EMVZ9wV5w5/SGZDz3H/8lgu/F2kQVMwU4ehw8HOyM7LwQF5mRM9ahSGPjrF8FKh9DR0kGKH5gqFGx0xfCkhVJQCuWKASDWWJN5WsGwoK5A8rlAjSaAc6HxE0XPwf6EhK7QGQ05dazAyfke3BjvccsstqjbRAUXJFcLH1RseAwgv/7LdeBwHSCNQhlgH3y8u7Piuc2KH/HOc4UKAfd2NS9lll10a7dZqK1BFhg5o2YUQF1F033LRgu8rFggU4Hjgz2ACrDdUPXc/nbqMU6HKwHKfeeaZav9oDYGCeKF8Uwbkwpd8Ol6H8wr5dHha77nnnjU6K50y5f5155JwfK+mRBkinj3lfAVcKbDTc9WH7NuSg5QbwOkUKn52o1l4/bZ6llDLIFB4fRiMysEg0kCJYr0QQBqKSLUG+6/QuCrzE1WiCiBJmHZvuOEGNZTjL+HAhXqH0khWlV+mN1+UIV6AguGOVVwAYox28/zwSXGM4liFGhuN44MDqgmp2yg++LwiUXZsCyb4PFF+RR3S6lfUaT5qKThWc1HOsYfByvzLNmR2LNsTrxPqF/6n9rqoMxJliAm4gxSEioMUyektOUi5eX5uorkbzcKtpR4mvtR82SAqyOIN+bYiRaI4EPD+XElxdUZuCQGfkW4NJuHYXb1BlriiY5uw3Tg4oTTR3QJ5Yjuy3eiu4WBFqc9g6Cxgnycryg1zp7OY7yL7PCdwvq+RulDgwoYSOhdQn376aYcZ3+MJH330kW4LusdRkiBSkDbABR7dwlQuKNeOHDmyze9nJMoQkwcp1Bc3ILmlByk3moUbRIjHO0LVXEkO5QlZHBLHlxEyFi1wVYW/AR8Uy0O5jIMA5QX8WZHqaqFjBSKLwkU4HWnn/OzIGwfvE088UX1vXOXRJgx5ojsvVsf3GAztAU6f+G3cxR9kBqUFUzrmdEpUHUWoUPIZn8Sxkouq1ig38Q7Pp2w7HxNgCgOVBCofHMcxiDsDOecF9zvbjciatsBIlCFuDlIQKkyHLTlIQTIcoUK1QT1xWVShrb98CRlIOXv2bJXFuVqJJeB3QGkiFA4yGCkShf8MXxOlQ4gTqhRwByUM4/gbMN/SzgzZoyyLJwpYCc/QFcB+znfBXfyhVpE3xLGK+ASOO+31PYBA4R1iYDwXMfEwKqsjwXmBi00uOikL4rPCd4tizmQJRspw7HLHIjL/sDwwhgpC1RYYiTJ0mYMUKpN//AyeK56DUoWhkas6VB4OStwfiyC7BAM+Rv2OLuf5yQ/EyBnHIbS8P3/nYI5kTocg70t6PeMdaBE2GLoq+G5gZHbHqp9++knL8ajpnNiJTWgtoeLihe8a6hPqb1dXe2+77Tb1jl577bVawoM00WzD+v3+++91wgQX3jQJUFlwx7VwOu/CAiTKYIg31NbWerNmzfJuvvlmb8stt/QSExO98ePHe7fddps3Y8YMr7i42CspKWn0lp+fr8//5ptvvN13393LzMz0evTo4b333nv62rGIoqIir3v37t7dd9+ty5+cnOy98sorwb9Pnz6dCyLv22+/bfN71dTUBH/mvaZOnepNnDjR++c//+nl5OR4r776qv6turo6+DjW65IlS4K/x+p6NBgiCb4H8+bN8+688049RiUlJekx64YbbvCmTZvW7LHKf+MYcNppp3mDBg3y/vzzz2h/tJjAf//7X2/XXXf1srKyvG233TZ4vzs2/fjjj17v3r29/fbbz1uxYsUaz2/rccpIlKHTHaQgVBykbrzxxmYPUhyUjjjiCK9Pnz7ePvvsoySloS9aNHDeeed5n332mTdnzhzv66+/9nbaaSevV69e3rJly/Tv//jHP7zBgwd7n3zyiffTTz95W221ld7ak0Bdc8013vnnn6/EFEA8Tz/9dCVSL7/8st5XWlqqy/r7778Hn2cEymBYE3wvFi5c6N13333eDjvsoIRq00031e/Zr7/+2uyx6qyzzvL69+8f/D4a6rDnnnt6ubm53s4776zHzNBjGeuWY/s222zjlZeXe+0JI1GGTnuQ2n777Zs8SHFQOvnkk70hQ4YoUQFVVVVerODQQw/1+vXr56WkpHgDBgzQ3yExDmVlZXpVysEhIyPD23///b3Fixe3C3kCF154ode3b1/vqaeeqqcwzZ8/Xw/mKGH8u+GGG3oTJkxo9fsaDF31WMUF0UMPPaRKCt8nvkuXX365qr7+YxU/831ca6216l2sdFXUrD5WsQ45Zn/++eeqSO29995KTqkohOK3337znn322XZfFvNEGTot2LXxQFEvx5uA14kcJXwJ3DAb8jd8BcOHD4/24sYU6DTCKE7Eg2sPxkfGjagDcriIOiCEFFP5vffeq48xE7nB0HLwvcHfyPcJDxUdscOGDdPjFLEhdOM++OCDegwLDa/saqj2eZnoVibCxjUB4RO78847NfKG7mC6iukWZr3+61//CuYHtudxykiUocsdpCBUkAPaYWkPJgm9K4OORAzhZFA5EFHA8GDSyJkfBqmik4WOxo033lg77zBp+tuKG5pTZTAYWg6iWSBOECqmEnD8otvMXdB0VXg+8sN0hsmTJ+vvNNQ88MADGqDJ2B6IFF3F2267rV4sM9+TDuOOgJEoQ5cEVzBEJxDo2ZVBsCgp43Sv+DsSH3/8cQ2pg2BxVcxk+3HjxulB7Pbbb1cyylR7B1OgDIaOAervd999pxl5kQIXVBA4cq+IU6HjjdgUYgQcIj27s8Y39JyRYayTSy65RLuuST8nRZ6uPLog6crjGMVFMp3Erlu5Q45T7V4gNLQr6ODYbLPNtPOADoN9991Xu7D8cN4YusvoMjvggAPqeVgM8bEdt9tuO+2u899OOeWUiC3jc889p8vlcPvtt3vHH3+89+ijj3oLFizQ+/Cb4dv4/vvvI7ZchviAHas6D/BoPfHEE96UKVO8SZMmeXvssYc2seDNcqCxZdCgQd7HH3+sjS0082y99dYdvmzPPPOM7kOhXcgsM/5WGl0cKisrG/V8theMRMU4YnlnNrTvdoREnXTSSWoOd7eCgoKILF9FRYUayHv27OkdfPDBwfvd8nEA4uDEcrOcBkMo7FjVeYEBnos6DNzARay8vLpDF2B4b6+Ilcbw2muvabNLdna29/PPPweJOVi5cqXub/fee+8apKkju4WNRMUZYmVnNrTvdgSQE7rdOhLuwEKGCl0/REMUFhYGiRT7ESc5vyLF41AZiFgYM2aMPg5YjIGhKdixqvNg5syZup0mT56sv0OC+X3VqlX1HgeJueOOO9rtfUOPMRyv6LRG7fz73/9e77jGcYzjE1E3kYS5QOPQcAgYdwImTpyo5l5SrB3WXXddTbFlvpkhPrajw3PPPaedJnTgUO8vLS1tt/d0xm8Ml+eff76OPWBMDLOj8DJgvD/ooIPUX0AaPCnwADP50KFDZf3111cfAh0u+BPMA2VoCnas6hxwCel4Il1nIMPFOQ50801LAPih+Ft7IPQYg++KfeWf//ynXHrppdqpeMYZZwSXsbCwUGeMZmVlSSTRDpnnhs6+Mxs6fjuCI444QrtMGAnBkN+LLrpIZ0Jh8GwvAsVYG8ZOYBTn/SBsDOjkYMRoiquuukpbqjFwQrQws9IddNhhh8khhxyir8FrOYOnwdAQ7FjVeYCJm+MGXW+RQq3vGHPNNdfouC9M4hAojOJnnXWWHovouGPYMBd5DJ7nuMYw9EjCSFQcIRo7syFy25FuOAc634gdYD7en3/+2aYcK9fVAiGjcwXCdNlll+nsQMBBB1Xq3HPP1RmCKFF0LdImfOyxx+qgYyIP3FWhxRgYmoMdqzoHOFa8/fbb8sUXX2g+nEPfvn21Ky4/P78eKV66dKn+ra1wxxjmmX7wwQfaXccxEWLOMYmIFY6X5EU9/PDD2sFIbh3xK6GdfB2OiBYPDa0GozYGDhzozZ49u979kapNGzp2OzYEDLls24bSd1sKvASkmp9xxhn1/AZ+8yW+p0AgoCNmAOMRGKGAl8VgCBd2rIp/cGxgOzY2YqajZ3eCDz/80BsxYkSww/Ott97S6Q3vvvuu54APii5iplLQtNDRnXgNwUhUjCMWdmZDx2/HhvDVV1/pdmRcTVvxf//3f0qQbrrpJu1iCV02Djp0A9IiDJkKNXRG8qBkiE/Ysarz4NRTT9VZdFxE+buF/fEB7T27szbkmPPOO+8EO4Hvv/9+7ch76aWX9HdiMd5//339GVJ+1113eZtssolGZkQaRqJiHNHYmQ2R347MxKPrhO3HHL833njDGzZsWL2p5G3FI488okTq0ksvrTdk2X/wQkHg7wZDS2HHqs6D0Lw6dyPCoqNmd4YCwjRy5Ejv6aef1v2KfCgHiPiBBx4YnHmKIsUFIvNF/dlQkYCRqBhHLOzMho7fjn/99ZcSJkIIU1NTVca+4IIL2iUnyq8iPfnkk0qkGGa6fPny4P1EHkydOlWnnH/00Udtfk9D14Mdqwwtgbt4mzt3rpbuuHgj2Ncf5MswYY5XLvvJKZocp8jU8wOyHo0B8jb2xWDoAvCPO/jPf/4jRx55pJo06QB0Yxouvvhi7XRhXIJ/BIzBYDC0J2pXdwszUuraa6+VlStXaoTBvHnzZMiQIXLooYfq/RjaL7zwQikuLtZmGLo4Ge0Cvv766+BrcWyLVuSKdecZDF0AHGDc9dLhhx+uQ4OJLCC3h5lYdOKRFcWBCQJlw4QNBkNHoHb1seWdd95RsgQ52m233WSjjTbSLLEbbrhBh51XV1frDD+6he+++26NXCFXjCHMdOdFvAuvMURc+zJ0Gtx4440q1/tTtm02VuxL6E5Gx3dF6RDfAdvKmXvNRG7obLBjVWygdvWx59NPP/USExPVp9lQJzFp5Ix38Tch+O0HzoIQC7BLzQ7Eas+ZdEb8+OOPerWw4YYb1rufPI+33npLJVdKQ0zWPuCAA6K2nF0NXJk1dZ+TvdkvCd18/fXXNduFLBayonisKVBdD3assmNVJBAIBOSvv/6So446SiZMmBAMxuS44/ZBUsmvvPJKSU1NrRc07J/uwOOirkCthh0tOxD+Oi0SZmc5SFGfxlPzyCOPSPfu3euNeXjsscfkjjvukB122EE23XRTDWn85ptvdFyIoWPhpG18A6+99pqeHFzyb+i+x37J35DROXlsvfXWsSGNG6ICO1bZsSpSSElJ0dRxwjop1wF3jGIfpIzH5AZCfpmiUFRUtIa9IJZGThmJ6iBgioNlv/nmm/o7O0Asbfi2phEzDsQ/Awt09dlY1OkxRaalpcnYsWPlhx9+iOj7cyCaP3++bL755nLeeefJqaeeqim/XPk1tO+5gxKz8dzzDV0PdqzqeseqaMHzPE00x/eEt4kmluuuuy6433EhRwo5YFID2yQ7Ozum1fHYXbI4BkoABl1mjnEi4ySFmdd9OeP5Ku+FF16Qn3/+OXgF4UdXno314osv6tgUZGjWDybJXXfdVZYtW9bh7+3KdexXGDD3228/vZqmRIdJfPz48TJt2rRGn99ZTpiGlsOOVV3vWBVNBFZbCRhphaGcMVSMlWFmp7uQQ3XiuIlauN1228X8fmgkqgOAAoEEiVS8cOFCbeOETf/rX//Sn+P1pIXKweDH5557TtUWw//Atj7ppJNUgl5vvfXkwQcf1BPS448/3uHvzYGHAw5lC8oX+DogT5tssomSu1GjRql8ziwzg8EPO1YZokWk+vTpo0SKocHvvvuu/sz9qE7EGhB3wDHVPSdWYSSqA/D999/rjuCGITLJ/KabblIZ87jjjpOpU6dKPAIJnCsETs5IrtwwZN5zzz36M1dxbiilH+01lDJWwWdm3fhLA2x/fu/I0oDfMM7V85dffqnDOClTAK7oOFBxItlss820xMhyGgwOdqzqWseqWCNSPXv2VMKOyfyjjz6Sa665RkvLkKr3339fCX1DzTKxBCNR7Qy+uBx4hg4dqvVcf2cBnpnCwkI9cDXUEYOhjhNfrGLHHXeUyZMny6RJk4I3Ts4oIO5n8oc+/vjj4HP++OMP9eQg23ZWrFixQr/oLrQyUqUBFKjy8nL1Fayzzjoqi+MzuOCCC3Q/4+ToDlSYZjlQcZIwGIAdq7resSqa8FbvP+5f19yC4f/SSy/Vi06y6vDmQYI5frKfxbpX08I22xl0E3Bwwg8TmqbKDgGznjlzZj2JkhMbO4wz1MUqWPbRo0fXuy8zM1NP0u7+E044Qb1BHIhzcnLkzDPP1IMS7fOG9gflQtSnkSNHqg/rqaee0vZhJHKuvDlAcdBie0C2Yn0fM0QOdqyyY1VHonZ1R11ZWZn+y+/p6elB8sR97v7c3FydnsD2wZOHGsg+GOv7GTAlqp2BoZcdY9ttt10jKfq3337Tqx9uYM6cOWpExsMyYMAAOeaYYxr0rbgMjXgAydd77bWXHHjggboO+DL4sz46I3r16qVXS6EqT0eUBjiw+EEZBoMseU8AP9bzzz+v+ximzOXLlwdPgPFwQDJEDnas6nrHqkihdjVJYh+jLIyV4B//+Id6RYG/284RKYgv2V1sB3+XXswj2mmfnQl5eXk6WfqII46od78binjllVd6vXv39r766iv9faeddtLHv/baazr5fJ999tHUXCZSN5YcTUprQ/e7JFhDdLDFFlt4Z5xxRvB3ttGAAQM0KbkjwD7jwIDXhIQE7+uvvw7uC9OnT/c22mgjb6211tJkZoPBDztWGToaP/30k5eVleVdfPHF3rPPPqtp8QwTZv/pTDAS1Y54++23vTFjxnj//ve/1/jb/PnzdbwGU6nBk08+6aWnp3vXX399vZPcwIEDvccee0x/5gDGweqpp57y5syZ0+B7cqBatWpVh30mQ3h44YUXdIQK23XatGneySef7HXr1q1DxkgccsghejDabbfdlCxx4jv33HO97bbbzps9e3bwcfzt9ddfb/f3N8Q/7Fhl6AhUrx7FUlFR4R111FHe+eefH7yfferYY4/tdGOlrJzXzsjLy9NBiaeddpoOWMSYiWx82GGHaW344osvVumSzgNkcczAvXv31rIMpjracV131ezZs9W3cO+998rZZ5+t8iZ1e9rZnWSOZ2GPPfbQrhPg7qeUhCRviAwYpHnbbbfJFVdcoeZuzKvvvffeGmbz1iC0O4XuFbqOZsyYoT+Tg4P3iaBAsqHc4zGb77vvvm1+f0PnhB2rDO2BL774Qv1M/uRxSnTsExwLsSAQ+ssN/yZ/w59JN3FnQJwUHeMDJOPS3cHJ89FHH9UaMKFiHIjwzTCGA9Miv9MJggEYnwEnQ8LunnnmGW27dV1VjCBYuXKlHsw4sHGQIjeDUR28FzsvOUCcNF1HifO/3HLLLfL000/r8mDmM3Q8zjjjDL21N1x3ijNabrHFFjqqgnR0DLG//vqrZvqwHxGqCaELDRE0GPywY5WhPVBVVaUNLASbsj2Jx+BftjMdnxBktveIESM0agX/JrESEHNmGTJuKta775pFtKWwzoSGpkrPnDnTW7hw4Rr377jjjuoxKC0trXf/ggUL9L4//vjDGzt2rJaFHJDS99tvP2///ffX399//30tGVHa2Wyzzbz77rtPZVSAVH/BBRfoz8innU1C7WqgXNezZ0/vpZde8vLz873vvvtO5fEff/xR//7RRx956667ru4LlBYNhqZgxypDe2Hp0qXezTff7K2//vre2WefHbz/rrvu0u29wQYb1Cvj3nHHHd7gwYO9yZMne50BRqI6ABwEnEGzMXAS3HDDDfVgwkmxuLhYvQgOzz33nNe/f3/vk08+0d/Ly8v1X+rMu+yyi/6M94YD3CmnnKJ+ha222sr79ddfvd9//12Nxt98802Hfk5DxyHUfMs+cvzxx+vJaq+99vKmTJniPfDAA956663nzZs3Tx+zePFi78MPP4zSEhviEXasMrQHVqxY4d1yyy3e6NGjvdNOOy14/xVXXOElJiZ65513nhrMzznnHPXXQao7S5OBeaI6AEjczbVnEvbGcEykbMLumHd266236riCiooK9SesWrVKtt9+e308MihAFkcCBdSUGdnAcwkrQ1JHIkUqzcrK0jEOtO/eddddOg7EEB9ACnelDuTykpISzVFh6jyjESi7kAmFj4Sy3X/+8x/1sNAa7FLT46XN3BBd2LHK0Fr4jzE9e/bUkVfEGbDdTz75ZL3/6quvlttvv11Lwvg1OZaRRr7LLrsEc8niHtFmcQZPVYX777/fe++99/R3ZE6u4DIzM73nn38+eMX45ptvqjw6adIkvQ/5nMetXLky+Bgwfvx4vbq79NJLg9Ipj23uihPw2qeffrpebRoiD38p48ILL9QOqXHjxuk2KSkpCV69vfHGGyqfJycna5mP0orB0NGwY5WBUrDbPlVVVfq7K/UWFBRoGQ9FCuXcgft5rHteZ1CgHMxYHkUWDxPHVLf++uvrzQGjMIY8pqoTgY/KwHiGV155RY4//nhVITAQu+4HOrNcuNmff/6pU9kxah500EGSmpqqygWvxdUkV3+NAXMy5lEMpaT7GiIPF0J39NFH63BYQg1Rox544AH58ccf1dC79tpryz777KPbHrMmhnO6pwyGjoAdqwxg1qxZ2p2JKg7ovDziiCP0X1TGf/7zn5o2fsopp6i6SSce+wCNCzTA+NEpFCiHaLM4Qx0rd0ZPDJkXXXSRmi+5wrrzzju94cOH6+8PP/ywt3z5cn3cq6++qoa9//u//9PfKysr9V/q0oMGDapn5OPqkau9htQKd0UwceJE9dtwRej/G1eMnemqIRYRaqTFg/K3v/3N+/nnn+t5DkaNGuVtu+229R7rtjuw7WToaNixqmsCpWnnnXfWAGGnJq699tre3nvv7d10001qKCcnj8BhglxRzVEsaXYh164zw0hUjAGzJQehU089td79oZI1UjYHIGfmdPA/1x1QMHJycENSbQwHHXSQJhBzsm4MSLF2kGpfHH300Vqa85cv6LQjaXzZsmX6u+timjVrlpbuXnzxRf3dtoUhmrBjVdcB6/LTTz/1JkyYoMToiy++0LJrpe8ijs7h7Oxs79prr9XfSbO/9957vQ8++MDrzDASFWOgw4qUV9dlxdWeOxj4DwpFRUVac8YTg6+AE+7cuXO9tLQ07+OPP673eK4CzzzzzDXamt3v7777rjd06FC9YvQfhO655x7vkUceCXpxQmEHqfYZF9O3b1/vnXfeCR6Q6HziYMSVnANX2bQSc/X3zDPPRHGJDYY62LGq64EuSnyaOTk52hlcVFRUb7wPHcP8zU1O6ApxFUai4hwckLgCQG69++671czp5Fbw119/qTze0NWAOzCR5cIIEQ6KDnwJdt11V5VvuTqkvIR0739tB/dFcf9CCEIzZQz14T+4sP5RmFCkOChxwCcXavPNN9cxGg7I5JAoZ+A1GOIJdqyKX/hJKDM6UQKJKvjtt9/0PncB+MMPP+g4ICItugqMRMUpGgql4yrM5a24nf7qq6/WnRoVozEwaJQrOf/rcXDp06ePDh7l5M7Bb9iwYd6DDz6oBzRO5N9++22Dr8fgW7pzDI3D79/gCh5Fap111gn6Rph7d8IJJ+hV92GHHab+D67S8SUYDPEEO1Z1rlBW8P3333vbb7+9bg98bP6ZjNznyFVXgHXnxXkXlx8ZGRlrjFRYsWKF7LXXXtKjR496j4VA85iff/5Z+vTpoyNE3GvSPUMnGN0yb731ls7IAo888ohcf/31OtKhtLRUZ2kx0uG+++6r9/p0bNCds/fee3foOohnuHXNzCk6nOh4mTt3rpxwwgnabXfwwQfLVVddJePHj5cHH3xQO/TIgLrjjjv0ea7DyWCIddixKj7hxkwB8rzYBnTZ0RHJ6ClmhV588cX6+/777y+DBg3STjy69JiT11VgJKqTww37DIU7cBGSx6ws/8wqZlhxwNp2222DB6Xy8nI98PH7hRdeKCNHjtQDFAF7tCOPGzcu+KX7/fffg0Nw3QHQsCZeeukljS746KOPZNiwYdpCzroktA7SdMghh8ixxx6rNz+MQBk6I+xYFTvgGOMIFASTOAruI8oA4sRwaYag33LLLTov79lnn5VLLrlE5yoSztqV1qcdiTsx2IndAaIxcMUwffp0PYk7uFwXJq47cBDiIEZuEQclQEI2B7TCwkL93X3pOMGTpM3BrCt8iVoL8nVGjx6tWTok/pKh8/zzz+tB66yzztIhsGSw+OEmpBsMnQl2rIotuGMMKfIcpz7++GPNrSOjjmMTGV1gzJgxcsEFF+j679+/f5BAdZo08jBgR+NODHbi5iZkc2XB2AX/1R3yOM9lArvDd999p1Pbd9hhh+B9n3zyifztb3+r92Xh4OX+dVeGhobHJTAyY86cOVqKYB1yIAf/+Mc/JC8vT4488kj59ttv6z23qxyYDF0LdqyKLUCCUMgJT0UxJwQVxYnATUjTtddeqzew6aabyuOPP64qn0NXutDrOp/U0CDWWmstnWPEbCvnS0C65UvjvAOc3CdPnqz3bb755vUOTFx9rLvuusH7li1bphL5iBEjovBpYhOhV9juQE7ZjrRlUn6BO5BnZ2drGQLPwa677hqFJTYYYg92rOrY+XeTJk2S1157TZYsWaIkiGR6JiPgQfv3v/+tMzpRx6+55hrZZpttVI06efWMPLxqoa/XVRD3JOrJJ5/UkxISbmvBTsLgxM6Mxj4jV3ZcxbkDDp4DxjBw81/tsX6R05OTk/U+JF6kdb5ovLYDByWuVjCIdjVgDGdfZJ90B2ngrrC5suMARMmOdUQJj6u5KVOmqOl1xowZMnHiRDWU81rnnnuuvl5zZQ6HCRMm6M2wJthHu+I+2Zlgx6r2h7ugY/Az43b495133tH7IKI0ujgSeuKJJ6qhHOWcdYliPiBk3FRXVMrDJlGsnHBun332WccusUFPlG59c8VAx8Q666yj89aYKdVScLXBdHb/lQRXFnyZOKFTB+fLtPvuuwefw/sg+boauCMNGAtZFv9VYGcABLSxff69995b4/F0qSBvc3UHMF5ysGaSOQcfJHEOTKhQN954o179YdRkhtiCBQvkiSeeCL6Wv8yBB8SRrFgCJyf/PonPhBMZV6rff/99RJYhVteNof3Q2LHKwY5VLcett96qF3coSyhRzLtzgIjiI+M4hj+T7zbEEzP/oYceGvRGdUUFqsXdeQw+9QP2z84Zev+oUaPab+kMjWLgwIF68gUlJSW6Y//f//2fnqzp6uJfdyUG/vjjj7Dq1P4rCUgUMi4nJlQRP3777Tf1JviHkVI754qPAZSdEVyBQY5CgTE8FBy0Z86cKXfffbeSW4gWvgFaqr/44gu54YYbdPvhi4JccWMYK1EHmGF5LxSoUJ8IROHqq69WIu2/qgYQtGgCk+l5550X9K9wpY/8T7v5OeecE4xn6Cg0tW4MnQ8NqR6U/OxYFT6++uoreeihh/TY5PeV+cFFOt14rFeUPr5n2Ay22267Lq1AtZhEHXXUUfV+x7wHiQq93xAZcLINXfcY/8jouP/++/UkcvPNNwf/xkm5tXBXGf4vCq2tqCd0vQB+vu6661Rh2W+//aQzgo6ecPd3FBi20e23364XGsuXL1cfAaAdOyUlRUt5EAtIMAoUrdf+dd6c0TYUvGY0gbQfun7YByGOd955p5JDSgYGQ0fBjlUtAxc6kCQyu5qKJEA9R/GjQ++AAw5QUgVqLW5Fd7pW4fTTT2dvXWPwJOMqSJ1NSUnRERW33nprvcj4OXPm6POeeOKJNV6T+6+88sp69zHNm7lL/fr109ccMmSI949//CM4lJXX4XlfffWVd84553i9evXyMjIyvP322y84wNWB5WA4IuMBiKxnmCJpq4wJOPbYY+s99s8//9RBl927d9fHMjWcNFb/azGqg/d0IEU3NzdXRxf4J5Mz5ToxMVFHegDeKzMzUz/bvvvuqz+z3Oedd16jCbF+bLfddt7666/f4N94PjONWAf5+fnB+0M/IzH9V111lTdixAidvt2jRw9v3LhxwZELPJb1GnpzYLtutdVW+jye361bN11HoeA57CuvvfaaLjPbkOVjBlYomtvWgPV61llnBfcxhpWyfpub0bTnnntq+ndD2HLLLb1NN920yee7bdYU3L792GOPBe8jLZn3ZZ9gPbF/7LPPPjoW4ccff9T9dOONN9b9mGGsfGeYKcZ6Zf/jNR3cvh56YzCo2y+4OXA/f2dg8XXXXaf7PcvA7KuZM2eusfz33XefLivvz8gZhoyGvmZjYP9iHTcE9ns+D+/vPxawze68807dH1guUqcZaho6rsO99vvvv68J0zx21KhR9eanNbdu3Gt8+eWX+tl4DT6rf6yOofPjjz/+8A488EC9GTzv73//uzdmzJgmZwzyHZo8efIa94dzruoKaDcKyfmSejVXnMiCXGFTb4bth8qr4WLRokVqZHvhhRe0/koYG6WRzz//XFNo/YAZk/xMjZarXdJrzzjjjHqPueKKK+Tyyy/X8gt1YPJG6PZACfADI+LWW2+tKa2nnXaaJt/S9cHno2YMYOwoB5Rm/LKxy/WhNONAN8nGG2+sxkgHSjVIopiL6cJCGkW1ePjhh6UtQL3AZ8P6QaptDJToKH0QQEeK77/+9S8ZPHiw1roBMvfOO++sP6OkuJsDZSo+E7V0WvHxwOB9wWcQWh9nOViPhx12mF4Vsi7JH6GNvyXbmn9ZT5QqyYDhMWwDQt6a28d4TeIEkKP9mDdvnqqqLFs4oCPIfwvNcQJcmZFdw37Vu3dvDQSktEoXEIrTN998o8uNMfbSSy8NejW4n+Xgc3HlRzYLpSn3+VGwUBoBz3PbpLkSOgol++3555+v64rPyzbzg9BPvi+UidlGJKVzlY4/q61gvyfReOHChVoKcGAf4/jAumB/olvxueee0+8FYaN+UBplG+J1oQyKKkiqu/MAhrNuKHmz/tmv+a6Ry4XXberUqW3+jIb4UV7Y/u4425W9PGC99dbT77jzboYqUZyn8Ge+/vrrazy3pUp5p0V7KVGvv/66/s4Vrx9cTTNoctasWS1Woo455hi9gueKPRSOMbsrUOYm+Vk0ChHqj1NjUKVQLrga9T+OmWQ836/SnH322XofV63+q2muXFFHnOqBGsN7FBYW6u/MdOKKlzloDMAEPBaVxq9YOZXnmmuuqfeZUCSaU0SaU6IAqg+vz5DPxpQorugbUw6aUhsdQod2ohaNHj1aVQ4/eD7r3W1/8Ouvv+r99957b4u2NSoiatCMGTPq/f3iiy/W7cAA08ZQUFCg6gNqnx+33HKL7p/z5s3zmkJjypxfpUG95D62PYrSDTfc4G244YaqsKBIodQdfPDBus/yWfnMbgo96zNUTWPeF6/39NNPB+97+eWX6yksfjSmRKHa+NU89gvud1eX/A1VFYWGZXF48skn1/iMrVGiAIoTr8VsM8B3i9+fe+65eo9777331rif1+Y+v/LE9kSx5DsTzrpxr4G65sAxoaF9wtC50ZDa0lXxySef6PGPCtLy5cvXWEcLFy70dtllF1WzDR2sRGFChpm6q0EHjKacS999990WvR61Vtgv6c3+rgqHUMaMB8V/H1fSsGiUBtdeTgAbipX/cWeffXaDnwVVxHlY3NU070Hnj7uadu+BguAUJ+7j5rJMaF/Pz8/X+0KB2uAHj0HBaCuc4oW5tzGgHHEFzhV+a+APvCOsjg4Olt8pWX4w82348OHB3zfccEOtw7vPGu62xqTMe6Ag+NUgXp/t4FcFQ8H7oWJgKPVffb744os6+wkVrjmQ44Ty4b+haDg4bwBq7EknnaT7D+okagfqIOrf/Pnz1WROJ55rJUZVYX2656PCoNKhXLGdGlqnLQEKj98v5fZFt/5pCef9WGaX5AxQq1jX7YHQfZJtiWcMVcC/LQnu47GffvppveeT8YOa5d+eqJG//PKLelzCver2fw9RCVHL2+M7Z4gfdGUTdCioRODNRP3Gv0gDkjsmc+7E/8QIHZqVDB08O48VzoGOoEA/nJzuyEy4wIjLiZmxGOEg9CToDv4ulda9vxsD4D+Qhp4oeOzYsWPXeA//Z2G5OBGyg0GYKEHwLyUyDIz33nuvlq0cmfITMndC5r1Dl9ktb1tQXFys/4ZuCz8ow+27777aEsxnoQRL+QyCEw4Y6Ik5ExmYDrOmDlANERT/Zw13W0P4ICWh683B5TI1BspBkDVSwCnXEtRHLhPZKOGAiwQIW2NweU60TFM6o2wGXJgf65iynjNlQhoo+RG4STIwZSqkc8pefqLXUMmwJQj3uxEaOgihaq8ut9B9km3J5/K3pze1LVm20H2LfRdwYeNMw02huf3QYOiKwArBhRvnhDfffFPtLnxf+Q5yoeMsLA11CxuiMIC4sauAcAMFG0NjG7cja96cECFbKCD4Lbgi5kqXNlt2SjxCkChSckNP/B25M6J+gaaSePGQQCLeeOMNbY2ndR8F5cEHH9RQtabAZ8IfxmvQCUgoG+sCAkCQZEdtG66OUC5I824I7qTaGFC6IL2oUZAo/kX9wVvTHnD7MAce/+dznx/SsOOOO+o6JiIEf4YDxIr1hzJKpwyvwXcFjxSfO96+G83tk3wmCBQeqIbQGFGO9/VgMMQaUMFRyTkmkkrOBQ6CAcdL103rBjYb1kS7rRXmElEyQ673KyBkcbi/+6+CKXH5EapUcRBFsncH3/ZYPsAO4h9giQoSeiXKY52s6UfoZwGQJmRQPjtGYQgTJz8ySSAb3CKZiMuJHCIDWQhVv0LBqARKPdy48oAU8WVyJKoxwvvqq6+qkobx3h+d4A+IbAnC3daUBFnOptSgpoDiw7aglETjA6U8th8KamsQemXmSmYYNdm/nYrDvgTJJsmc4Z2sZ1Qn9heWCbzyyity7LHH1isPomSGfk86ohTh9meWEXnfgQMnKk+46mRjYJtxNTto0KCgmsu25DuDqdxfGm4MLFtoCzYJ78CtZyvTGAytB01W3Bo6zhmBahzt5oliijMrm04vP1A3OLi5BFlOlpw8Qv0rKBr1FiwhQbuD6LJraKRLS68eOfGillBm8z+3oVIOn4U8DP/wV8oudHRwwMZb4cBJmHIWrwNpcQdy7qc7iK6zhvxQHQHWP540FA7+ZV03Bn9nHMCHgkrgL825E3zoiRziEDqOhJNtQx0c4SDcbU1dnm0CeQsFy8hJvzlQ0mOboLzRzcnvrQXrgY6/iy66qN79KJIoTZAqAiifeuop7TqEtFG2gyyi/vknz/Naofs0+2qoQtvYNmkL8KHRJUoopn8dohK1tdTF56VMvHLlSu0Add8PtiWfzQ0x9YNlCP18bDNXVgCUf1nHrF9XyuuIdWMwdCU0dF61El7TaDd6ifTHVSwHSk6o1FU5UVAuokThNxajdNB2zb8cwCFU7qrSD1KdeQ3a2jF1cxW7ePFiVRJom8d02xK1A58KCgBqBCcwTKkY3iF1flx88cUqa0L8ICMoNpwIOWGiwvjDxSi9wNJRG9wwRoDaQNs46AgSRWmIVn9AC7xLLKdERwmooZOTHxBB2ucx8vL5IC+oIf5YCP4GWAd4vvgy8drMeUPJweNDkCK1c5LNIWF4llqDcLY17fDU7Nl+mLVZPsgtA0dZdva70G0ZCrY7Sin7Ap+HqIW2gPVOXAYnbuIDAONOINx8HtYJZI14DVr62Y8gR5TrUP0c+EyQbu5n20AWUWogN35AGlhu1E/2AZRAptU35i0KB5A9loWSIq8FwWFdopzxvQ1X4cHL5fZJ1CcaMNh+kEoaTPzp0Gxnfuf7iK+OK2AuclCKeQ6RB8QRhI7zIKKCcjkJy0SR+NXPjlg3BkNXgqm5rYDXSjTU/k4MAK38/fv395KTk72RI0euEbYJaOc+4YQTNHgwOzvbO+SQQ7TduKGwTVrPaQXv3bu3tiMPGzZM3zs0bDO0Nd61d/vbnWkhv/rqq7U1OtywTeIJCB8ktsAftukHreG81/fff18vOJL7Bg0aFHZwI589nE1Cy7m/zT4rK0vX9VFHHRUMywxF6GckioLPxOdjXay77rre9ddfryGc/jC1M888U9c9bbD+ZSNQkvdkm/BctkNDy+/CNptbnnC2tdvHLrnkEg0JJTqBkNKtt97au+222+ote1M48sgjg7EY4cJts4baowkOZT8mONXFdzz88MMaFEoL/u677+5tsMEGup5zcnK8vffeW8M2/SBElOA7Pg/bc9ddd/WmT5/e4Hp65JFHdN0Q6xBO2Cat/340FjPiIjpY9+wbX3/9tUZu7Lbbbs2uHxchwI19hc9JDMdJJ51U73sRCtYT78G6YR2yni688EJv0aJFDYZtEhnh9rnQz9XUumksgiHcMFGDwWBoCAH+1xryZTB0NThPDiWqUB8PcQcY1FHsKNv5fU0oPaiX8TYigeVFwaXNmVJftEAJnc5NOkINBoMhlhA/R3SDIcqAQJE1RhmRkq8fdA3S7ceJnnIkRAtgwHfEKZYJFGQv9HoKzxFeJsq+BoPBYFgTZrk3GFoIvHx4/1CYyFbx+3zwyGFaxwiNUT5ePAZkWp1zzjmqpuHDIuDzscceUwWovSIgDAaDobPBSJTB0MIYA2IKMKczDxBliiYJgJGZANajjjpKBgwYEDcEypXMiCAguRj1iWYDEsH5bP60c4PBYDD8D+aJMhh8CM0iAgSnMliZLDM6UAkXxStEZxije44//nglHHS0EXdASa+t2UoGg8FgiH0YiTIYGiBQkCaiHFCiXNQDJTqytwhSvf7664NmZ1rvUWvwQXG/v5XfYDAYDJ0XRqIMhhACxUgbynSEO5LmTuAkGU7kDZEfRnAm2VxkY5FfREYUQ2zp2HOJ3AaDwWDo/DBPlKHLw0+gDj/8cA3HJOATLxRhmihLLrCRv5PufuWVV2pILCSKIFC8UAaDwWDoWjAlymAwGAwGg6EViN3gGoPBYDAYDIYYhpEog8FgMBgMhlbASJTBYDAYDAZDK2AkymAwGAwGg6EVMBJlMBgMBoPB0AoYiTIYDAaDwWBoBYxEGQwGg8FgMLQCRqIMBoPBYDAYWgEjUQaDwWAwGAytgJEog8FgMBgMhlbASJTBYDAYDAZDK2AkymAwGAwGg6EVMBJlaFfU1tZKTU2N2Fxrg8FgMHR2JEV7AQydA5AmyFN5eblUVlZKYmKiJCcn679JSUmSkJAggUAg2otpMBgMBkO7IeCZZGBoI9iFqqqqlERxq66uDqpSAPIEiYJUQaggVkaqDAaDwRDvMBJlaBMgTRAoCBPEiH/5nZ8Bu5e7+UmVU6iMVBkMBoMhXmEkytAqsNugODnVCQLEzZEqR6Iael4oqeKx3IxUGQwGgyGeYCTK0GI4tclPghwgUc4TFQ78pMrdjFQZDAaDIR5gJMoQNpx65C/fhRIblCn+Hi6Jaug9/CpVqKfKlQGd8mUwGAwGQ7Rg3XmGFpvHQUcpQ44chXqqnGHd/T3UU2WkymAwGAyRhpEoQ7Nw6hNEJtJltcZIlVO8GiNVjXmyDAaDwWBoLxiJMjQKvwLUWPku0miKVM2dO1fvGzRoUL2cKiNVBoPBYOgIGIkyNFm+++WXX6RPnz7Sr1+/qBOo5kgVy8ty87tTqkCoSd1IlcFgMBjaA0aiDE1mP7kyXiwSqIbgCFWoUsXnoGvQkS4jVQaDwWBoK4xEGRrMfvJHDbSkgTOaZMupUM2V/xw5dEpVKKly3X8Gg8FgMDQFI1EGBcQC8hTafcfNHzcQ73AmdAc/qWpIqfJ3/xkMBoPB4IeRqC4OP4lwSo6fMPBzPEWJtZTshEOqIJShRnUjVQaDwWAwEtWFEZr91FDWUryV89qKcElVqKfKSJXBYDB0PRiJ6qIIN/upsytRLSFVbj2w7iBUFRUVRqoMBoOhC8NIVBdDS7OfWuOJihaB6Giy5z5XOKTKjakxT5XBYDB0XhiJ6kJozeiWlpbzuhIaI1Ws388++0y22GILSUtLM6XKYDAYOimMRHUROLWkpcnj8VTOayjiIJJw7+3iFFCiHAlFpWL9u7/7hynHQhK8wWAwGFoOI1GdHJzAy8rKpKCgQHJzc1t8wm5pOQ8Vpry8XDIyMqSrwq0vf+gnhMkFf3JjHQFX/vOX/oxUGQwGQ3zASFQXyH5auXKl/P777zJ+/PgWn5w5obvyX3MoKirSMTGlpaVaxurRo4feunXrJikpKRIJxAL58JMoP/zdj02RqoaGKcfC54o2nCJq68JgMMQKjER1gewnV1Jqzckn3HLeggULlKgNGTJE5+xBqCBvDAUuLi6WrKwsJVTdu3dXUuWPEWgvxErZ0S1Hc6NkGiNVbDsjVWvC/5mjXbo1GAwGYCSqE49u8Z+EW5s63lw5D5Vq2rRpsnz5ctl4442VKOH96dmzp94Av69atUpJ1R9//KH+IEqLECoen52d3alm17G+Gsrcag5NkSrWGcTKlQi7Iql68MEHZcMNN5SxY8d2CAk3GAyGlsJIVCdC6MBgR0z4t7UkqqnuPBSmSZMmqZ9n66231hJeQ+9DKW+ttdbSG8CjBaGCWKFg8RwIlbtlZma2ihTEijrhSFRbEUrEHKli+3JrLKeqs5Kq0047TdZdd13Zcccd5YADDpCNNtpISbjBYDBEC0aiukD2U1tIVGNK1OLFi2XKlCkyePBgGTlyZIuUpPT0dBkwYIDeWHbIGIQqLy9P/vzzTyUDTqXiX8hZPMFtg/ZGQ8OU/dve/d2V/1ifEFLWYbyDiwM+11577SUffvihvP7667LNNtvIcccdJ5tsson07t072otoMBi6IIxEdYHsp7aSKL8SxetMnz5dFi1apEpAnz592rT8vD7lPG4QMl6fTkJI1cKFC/W9IF1+pQrlK5aVKOdD62g0RqogVOwTZ599towZM0Yuu+wyiXeUlJToZ73llltUyXzuuefk8ccfl4MOOkg222wzOeaYY+TAAw/U/SgW9gGDwdA10HmMKF0QzivjVIjGyjiuJNca47WfRNF1991330l+fr6W79pKoBoCywpRGjZsmJ4c6SgcMWKELsecOXPkyy+/lB9//FEVK0qC4XYOxmM5r6Xwl/YgmhAPDP2dAXwWPhf7O6T6xBNPlG+++Ubeeust6dWrl5x++umy3nrryY033hjtRTUYDF0IpkTFIVwJx99919RJ2ykVnNxbash1BGzZsmXy22+/Sf/+/dWXEikjOCdOTpLcACdRZ1KnG5B14Ezq/NyZy3ktheuK7AxAnaRBITU1td4FwYQJE/TG/nnTTTcpqbr00kujvbgGg6GLwEhUFxnd0loSBYgr+PXXX2X06NEaXxBNcBLt27ev3lyQqDOpo5Bxsi0sLAyW/gj9jLQqFCskCuWQ8lZnANt6q622qlfGdJ2LAFX0jjvuiPJSGgyGrgYjUXEEpz61dHSLn0S1BLTUk/PEe3ICizVVg88PSeI2cOBAVcoo9VDKInJh1qxZ+rMjVBjVIWGdxRMVTgmsMyTHsz7xy911113B3x2RMv+TwWCIJoxExQE4aXBCpJTFSbE1o1taSqJWrFihpITuLiIKYo1ANQY6+QYNGqShn5BOv0md8h/rz3X9caNc2Fk8UQ3tM/GsRPnJEvshBBlPHuB3SD4dnpSYY0kBNBgMXQdGouIk+2n+/PlKCOi2am2IYzgkihMXCg4K1KhRo7T8x8/xCJbdjZ4BrEdKfpT/MKZTCoRkOJXKzRZsK2LlZA6JgmzEM4GaPXu2vPTSSzJ58mRVF10SvvNIrb322vLwww/rNvz+++9VMYVYGQwGQyRgJCoORrc4L1NbFI5wYg5QulCfIBdbbrmlEoylS5fGzDiVcNDU+qG0R56QyxRCyUCl4jZ16lTtcmQkjSNVqG+tWd+x5ImKFwUxFKz3++67T95++21VC9lmu+yyi34Pnn322WDYKNtt++23l1133VUJ1l9//SXnnntutBffYDB0ERiJihPzOCePtrTzN0eiIBKkj0MgGN/iylzhzs6LBbR0OSn9YZTnxnMhHc6kjvrGZ/eHflJOCodUxYIniv0HkhGvJAqgDJL9dPjhh+u65ztw991363abOHGiPPLII/Lyyy/rv3TkMVKI5xgMBkOkYCQqhke3+L1PHUWiOOFDGCjhURrBwOsnCuGWAWMFrVXqnO+GG54qPjPKBoQKNW7GjBlqSveb1PGKxaoningDEM+eqKOPPjr4sxvITFkb0ss6hjTx+f72t79p+OZhhx2mZMtgMBgiBSNRcTK6pS1DhBsjUZA1yneQhS222KLBq/imZufFGtpzOfncrA9uzqSOnwpSxYmcocsQLqdSUQZ06l0slPPwQ4F49UQ5uHVJKZbvAAQKFcrtl87vxkUAnin2Y4PBYIgUjETF0eiW9lSiMOZSvqPcQ/p4Y6pKPJXzOhKcwHv27Kk3wPZyoZ8zZ85UpSQnJ0cJFT9HW4miNOlKYPFOoCCsrOtNN91Uy3uff/65HHzwwWokZ6g1v99www26zvfcc89oL7bBYOhCMBIVJ9lP7aFEuaRnzLeUpxingsrS1Am/NeW8aBGISM7OQxkh4NGNvsGM70zqKCKOGLvyX2tN6m0p56FCRZvMtQVOzSNEkxgDVCb215133lnOP/98XceoghjL6cp78MEHZZ111on2YhsMhi6E6LcQdVG4kyxt2uGEZ7aHEsX7kTxO2zhX9UOHDg0r7bw1SlRXU69QfTjRr7/++vov5AryBKn6+eef5auvvpIpU6bo4GYIV0cjnuMNHH744QfN9vrkk09UAWS/zcvLk2eeeUZOOeUUnaWI0ZwS3yuvvKLr3mAwGCIJU6KiAEgT3qeWjG5pqxIFqXFGXMp34SZ3t6acx2friBDLcBALygvri/WLSZ8b241RNBCqxYsX63bg7/7Qz8bKqW0lUbGwPloLSBOgZIqy9u233+q6JDOKsh1z8tif+TtZUq+99prccsst5osyGAwRg5GoKGU/+dOYw4FTolpTslqwYIGexMna2WSTTVqcdh4ueeNx5PaQDk75ygVdYrqOhNE6VtQv1gPlPgc+O+uAG+ofJNOZ1OfNm6frzK0vZ1Jvq5epMyhRO+64o/6LCoXHi6BZiBJK31577aXbG/8Z64rOUgznPM5gMBgiBSNRUTKPt3TulzuptmSIMO+FKZcJ93SZQaJaSsDCLedRosKozmM322wzPZlBEnh/SIOLBeAWjaHAkURzRBeVrlevXnoDlHSdSR2VinwntpdbZ6gtLSWhKDfxnBEFXCjq8ccfLzfffLPGGLCORo4cKY8//rh+PsYTsX5YbxBH1pnBYDBECkaiIgCIDyLj0XkAAGnDSURBVF6OJUuW6AmgNQSipSSKE8ovv/yiJ+xx48apt6Q15cBwynl8NrxW+IAw9kLeOLH17ds3OMONkx+PY9wKKo0jVNz8qk28GMubQksjDijl0WXGjc/gN6mjIvJ6ruzHLZwyXWdQotx6PP300+W6665TwsQ+RRfkjz/+qNEceMzY366++mp9jpEog8EQSRiJilD2EydGQhspO7QG7qTM6zVHOvDdYGLGjwNp47nhjH1pikQ1RFD8QZ3rrruuhlS6z+x/PooBN5bHDQWGVLlSFoTLEar2ml8XTbQlJ4r1hVLHjRlwrE9UJQiVI6EQY3+SOgneoUAJjHcSxTp0o3hI0T/uuOPk5JNPrvcY1g3rCkLVEd4yg8FgaApGoiJUvoP4tLW7rjl/En+bPn26Xp1vtNFGwfZ79/zWkChHBkJJFCc3iBon980331xPdK0ZCkzpCkLFjddzqot7TLijVhxiQYlqz7EvfB5IJjdnUoeEst7xnrG9WUd+pYp9DSWqpeW8q666KqjoOKAs8h4N4cknn5S///3v9e7DMO/SxQHE56mnnqr3GObcvffee00uCyVOlFs+M9h7772D3j5Ik1vHLqGcWAnIZLwTR4PBEF8wEtVBcIqM8z6hHrSFRDU3+gXlgZIa70v3HScaP9qiRAF/SY/3om2fk3VDnX4tITI81z+/DmUBQsVJkRBL18XmVJemVLhYMpZ3FJljOzqyNGzYsKBJnXVGyz9EFLXq3XffVQKEAtqSUSjEBHz00UfB35vrsqS0hh/JoaHPvdtuu8kTTzwR/D2czlDU1BNOOEH2339/7cQ766yz9LPwfn7w+SGVqHTM0IvnMTcGgyH+YCSqg+DIU3vNvmsqKwrjOG3fEBHKag2pIG0lUc6LBbmBrFFq4iTdnqU3v+rCPDQ3asURBFf6o1urMcN1LChRkRz7EmpSR9lDAYWMfvzxx0q28MaNGjUq7NfDdxQuWN/NPR7S1JLXBGxjyBNk8P3331fCSLYZZnOIFOsXNY7P9uabb6r6RX6UwWAwRBJGojoIod13LuepLSfY0KwofkatIYF89OjRSqLaO6zTLSvvhfcJMuMCJSM9aoUTpSv9UdpBefKX/mJJiYqWrwvCQrmMDklIB+NRhg8fHvbz2Z/YtpTGSAG/8cYbgyW1hgBZg/DymYnPYPxKaOjlZ599Fgwf3WGHHdQk7rZpY6AUec4558juu++uGVAQQgiV249Rnyj5bbjhhppeftBBB4X9GQ0Gg6G9YCSqA+HvbHNlEU4ArT3B+okQhAJFCNWBk11z/heXWN6azwAYVEwZb8stt4xayYQTOyd4bqxXzMQQKgz7jLEB+MFYZk7Y0Qr8bE9PVGuBJwrFpiWNDGPHjlWfEwoj5TT8UePHj9cSYUPbnMcRNQCRgdTcdtttWt5FMRw4cGCwlHfAAQdoPhZlxksvvVSJEcGZzXWZsh5RVq+44gq90WHKckGe6GTkfeN5NqDBYIh/GImKENzBPpzuuqZegyt+Wr0hNZQ21ltvvbBOJK0t53EyBs5r1V5xBG0FRAmSwI15anhjaHvnfk7W+Gfo9HMqFSQgUqW+jvREhYvWRBxAbhwgKJAqVCaUIPxJoYC8c3Ng/6Bs+NBDD8m1116r9x122GHBv2+wwQb6uihjqFMuTLO5ixBXSua1Q8uS0VT9DAaDwUhUhMAJwbVstxY8H6UFEsXJxF3th/vclpIouqPwWgFKNLFCoBoCqhMnWlQqyCUkypX+KHc6dcqRqoZiAdoLsXBib013XijouETJoowbDtg/iCJo6vF4m/Bv8ZjmSBRgu7mLBH+51pHUaK9ng8HQtWEkKoJoi7kcwzAnxtaW1Fo6vgVvzPz581U5oGwYL3AnVzrSML9z4/O40p+bXcffnUG9PcasxBKJcgGnbW33x++Eqnf00UeH9Xj2bUj3Hnvs0ehj8LLRSdeUf68xRFvdMxgMhlAYiepAhKZ9tzbmgC4kRqpwYqa80hpPUrjjW/CbQJrwXEHWUDNaQsCiicY+H5+d0h43vDl4w+j642TuxqxApJxK5T5zW5Yj2goJJKql+wkGbfKY2MdQPK+88koll4cffrj+/ZhjjlFSitkcXHPNNbqPjBgxQtfnrbfeqgGqJ554YpCE4as68MADtTsPQnbhhRfq4zG/GwwGQ7zDSFQMK1H+RHDKKigprUU45TzMwbSMQzbwujhjdrgELBYQDvmh7ETJj5sbs+JKf6xvPq9/LE04uUax5olqTWI5KhGECXLJutlmm23ku+++C86woyzqJ4eQ+5NOOknLvpRK6Qb85ptv1Kfn9ne8e4RtQrIote6yyy7ql2rJOuV9Kb/6w2P9pJ/9NNqk1WAwdE0YiYpREoVaQmmEhGaXCM7PrVWEmiNRpF8zLBjTL2qNnwSEMz8vXuEfs4LHjHXEenYxCnSEoUz5x9I0V/qLdjmvtZ6oF154ocm/Ywb3484779RbY6BkSsZTawFBYozL7bffrmVlzO0uwJb9ke1w7733apzDdtttFzOzEw0GQ9eBkagOROgBnSvmcIzlKEKU7zgJ0vHk5oG1xVPVGIlyo2LwCmEKdqGNoZ8jnst5LV1PEFZumKAhs06lglDxu7/0FzoM2M0ZjCaJgnywnPGc3s06dPs9apiLagglsCSho4IZiTIYDNGAkagIojkSxEkAMzc+nYYUodYGZrrnhhIhfE+QNe6nfBc6Ksb/3JYQlGgqV+19EqX0RyYRNz4TZTJHqmbPnq3E2F/685dAowW8SKCt3XnRgiNDd999t15QkAP2/fff6zZge7iB1dyPn62pMFCDwWDoSBiJihES5R/oi7fEDegNfX5rIxJCSZQzq9OhRnxBUyWqeCnndfQysh5QnrgNGjQoOAwYDxG+HcqhjrhwP+s2GmTKZXs1RorjhUSh/OHRY90ysBi/FcQflY0bHZckslPqA9EuoRoMhq4HI1ERVEUaI0GcDCA0mGcbGujbnkoUJyhOSiR8kzgNGWhOvfGX8yqra+W7OSuloKxa1u2bJSP7xJbaEclyjn8YsCujMceQdYuayLbyl/4gNZFYPhdvEK+kwi033X98F84++2zt8CO9HJWN9Yrihz+NoFWDwWCIFoxERVmJcuZlTga0fjd1kg2dndcSOAKGWR3lBDOuO/mH81zI15RFhXLxa1NlcUG51NR6kpKUIDus01uu2mtdSUuuU7JYPvxVmIo5yUWS1ERbLcPDQycbJAoy7Ep/hKPS3k8pCjKFQsW676jwUohGqFcrHuG68W655Rbdn/zlSUp5HRmYajAYDOHASFQEwdUzHg4AoaH8g3LRmKG7PZUoVBJunNjxP7XkBMTJuKSyWs77vymyrKhCMlMSJTFBpKK6Vj6Ytkz656bJP3cYrq9P+YXIAKe4OdLAzRmFOzNcvAHbipM+Nzw7bDfa/CFVDHGmdMvIGqdS8XN7KUetiTeIRbgux+eff17X4Z577qn7EKTqzTff1H3qnnvu0Vwrg8FgiAaMREWhnEe5BbIBqRo3blzYhKa13Xlu1h7Ls8UWW7T4ZM3zvp1TKMuLKiQrFQJV97lQn6prq+W1SYvlqE16yeRfJ9WRgV5D5I3Jy2XuimJZa2mFbNHzL8mV34OGYE5+7UkaHGKhO6uxjCi2nSOTADLtDOqogzzPjaXhMSgvbVGiIlU67Ei4/ePmm2+W++67TwkUQbAMIz7nnHPkyy+/lPPOO09JVlcg6AaDIfZgJCqC4ESKSsAEezKJaNtuCZFoaTkPUoHqQSmJbj9GubSGuPCcvNIq4ZzsCJRDUkKCFFdUyeff/CAbrD1UppdmypUvTpOqGk9qITUi8vm8BLl2z/VkUHfRUiKkgWVzKgykoaWBlu7zQSpZvpZ+LpZtYX653sDA7mkyIDetzcQj3IwoPi+jT7jxOSA+rBuUSbYTxNqtH8iV6/qL1Ny8WAKeQTfo+LnnnpODDjpIU9PZr7m/PUf2GAwGQ0tgJCpC4OTKCZITwpgxY7Rdu6VoSTkPxQuyQpcY6hMnbbw6rVFrePzgbnVX+lU1tZJMLQ94IuWV1dI9pVa2GDNauvfqI8ff842W+ZIS6giWJoJX1crNH82Tt07dXMd/sC7mLl0lsxYulx9/nS+Z3nQZ0isrqNSkZ2RIaVmFlJSWSVlFpX6Wyurqun+r+LdGqqqr60hUdQ0LqIszffosWVlaI1nZdQRiZWm1VNWIZGWkyuBeWZKdkS7paamqWvw4v1h+W1wq5VW14gVEMpITZezQbjJuWHdJiPDIF9YvKh03vHF8Tlf6gyhQHg0t/TW1DZ0nqjOAdcFnQbnFQ/b666/LddddV29GoJEog8EQLRiJ6kC4Ex3qE2UIPEMoBK0hUC1RojiJctJx3X6QBt4b8PyWnnT4HButlS6j+mbLtMVFUp0IUQhIWUWVEqkTthkmA/r3k6//zJP8sipVq5JUsQoowUmWWllRUinfzVkl40f0kEkLiuSFicv08cUlZRKorZR1u5fLHoNWSFF+npRUVEt5IE3KEtIkJSVV+nVLlwHd0iUVZrZaRVpSVCmL88ukvLpWemWmyIBuaVJb60l1TY0UlVbIrwsLZXlxpVRU1ejy9MpKkTEDcyQrNUnVp2/nrJLstGTpnp0haSmpUpmQIp9OLZb+OSkyvPf/VJyCsiopqayR3LQkyUxt/uvSHmnlqE545JxPDhJFJAWkihwx4M+mCi0HdxZPlMPf//53ueiiizT8FFKFN4r1/NVXX1lGlMFgiCqMRHUwUJ9QhCjboLJQqmktwlGi6Fri/YguGDlyZPCE7v5tDYnScllA5O5DNpSb3p8hX85cIeUVVZKTEpATxw+TI7eqazOnOU6VmBCVJKBFPU8KSqtk+oI8eejDafL1H4ulpqpCEry62IVf80XyVqXLWRNGyC/zVsr8lSVSU1GoJ80/FyYpkdp0SE/plpMpM5eVyszldVlIqGLLi4tlSWGFZFbXqWx/LCuRhQUV0iMjUXpkJGlpccGqcikqr1YitaigXAlXRkqilJeWSXlZmb4WXYdvlC2Tcev0lbT0DPl9RbX8VeRJdSBRzfQbD8yRrYf3WE0QIzc3D38UN2bPsa5QMyn90QVJlAJ/c4SKSIXWlPOuuuoqHRbsBxEYpNk3hCeffFLJjR+oneQ4ObCsDDF+5JFHVFnD//fAAw/oftkSQnnuuefqZ4JEPvvss0oQIYo///yzRh8YDAZDtGAkqgOBIoShm4GsnABRE1obltmcEsUJC4I2b9482WCDDbRs5oefRDWGJQXl8v60ZbK0qEIGdU+XXdfrIz0yU4Jhmz2zUuTSHQbIF5lLJT23l2y76WhJSUpUAoN61DcnVYlJcUWNJKoIFVCiVFZWImlepSyfH5A5Myrkp+kLpbbKkyQVq+rUKpZrUX6Z/PRXgRRWiQzunSvJid2ksKxa5iwvlClLy6Wq7C/plVYrc8vSJCMtRXrmZOo66ZaeJItZhlJPhlXXytLiSslKSZCURMqJIsuLK2RJUbnMXlGry0o8Q1pyknisCx/f4ceq6hopKCyWDycvkBlLSyQ3I0W69ewjpUmp8m5+iXYljhteZw6Pxtw81inlPG4k2rM/OZWK7Y/ZGtKCQgPJoHQc7vIQuvrRRx8Ff2/Oh8UyQOL8y+YHXXR0zzGAmGW9/PLLZdddd9Wu1JZ0hxIbwesAFFWUOYzz7j6DwWCIFoxEdSBQA7bddtt2mX3X1PM5sUDWXHxBQyqEO8E1RqJ+nLtKLntzmuSX/o/kPf/jArn1gPWDYZsu02rMqLX1JF1aWSMfTV8uc/NKpbqmVmMQ1u2bLRP/ypeKGk+qS/KkpihPedLaA3IkJcFTgoVHavVSrbEcf60ql5y0RElODMjUxcXy818FUovCJSLzCkU2H9xdAlIhXmWZLFpUKElJiVKVkCqrKhKkoEQka0mpFJRUS6+sugymlaVVMn9VuSQxaDglQXLSkmRZcaXkrSqR3plJkp6SGPR6sTg9slKksLxalavuWamS071nXVWypkKKi4rl9e+LJTNQJQN7ZWsZcNqSYpm5rFhLhmuvlSVrJdcZ3SMFiA4kgxuAPDP0F1K1/fbb69BgIjTCfa1Q8t0U2C8aezyk+6677pLLLrtM9t13X73v6aef1lI2vqbDDjss7PeBNL388svyxRdfaFcjihv7+W677abKm8FgMEQLRqI6EJxk/K3XbSVR/tRxR4oKCwvV/4QpmRNLYwGOPL6xQcKkkN/43gzJL61S5YlyHGrN0sJyueWDmXLmBgEtE1JS2WSTTYJt+pClP5YWSe+sVPnkj+UyeWGhepSSEwKSUFMhyZX5kpaVLLlpyepnmryoSMuCCRKQWg/SUlfmgyQFaVUAoieqGKFKoSTpo3hMICA/zMuXUX2zZPigHnXELq9Y/lpZpgQuMeDJlL+WS3FNouSXpsrgHhkaywADS0gMSKIEJCstWdWyqeXVMm9VqfTOTJUaz5O8kkpJDARk4rwCyUhOkIKKWhnWGwL1P0KUnpwoxeXVMmdpvizKK5Tv5xbIstIayc3MkNS0VJmyuFiG54islxG9aAEUH8pl+IeIAmhJVx9KFoopKhH7Eh1wTXmOUFrJaGI7sF/ccMMNqmYBukKXLFkiO+20U/DxhK+OHTtWu1PDJVHsc3fccYfO0eO1eQ2Wk3LijjvuqMSsM3UiGgyG+EJ8zoWII/hLHK4c19rUcedlcs9ftGiRDmYlLgG1obkE7IaGEINfFxTIksJyyUlPDvqZUFYwYc9YWizTF60KqlyOQEEmUKB6Z6fKV7PyVDHiqaoiJXhSsWqpZKcmydAeGTKsV4YM7pGu5Kqoolb65iSrslRTWyvVtZ4SNohMErUyLyCl1bXy+7IykUCiBBISxUtIkEBiUl1ZMZAof+VXyfKSaqmWBFlZmSCSkioVCWlSWJUoS8qTZGWZJzOXl8k3f66SOSvLpbxapCaQKD1zMjRlPTlBpFdmsgzrmSk9MpO1mxDfFESvurZW5hdUyvKaNFlRUlVvPZVV1UhqcoKkJSfIX6vKZN7KUslO8iQl0ROprpS0BE9+W1QsC4v/l5yOCR6Sh9F99opS/ayRGvvC/hCuPwtyAzFhRh2+JUjQ+PHj1X/VEPBLPf744/LGG2+oT4n9iiYG1EoAgQKhTRT87v4WTvr8xIkT9X1uu+02+fzzzzVk87vvvpMPPvhAyRQZUqC13ymDwWBoC0yJiiCcKuCyjVoK9xyGrxJXsHDhQvW8uFJOOM9v6GQDieDcjhLjR8DzpKKyUqprE2XAgP7Bgbac4CprIB61SrYmLSyQ5KSAlsZUMSpaIakJdOTVytBeGUq09HmBgOStwBAekJzUZCmsrJFatZ17GjGwzbBuqvasKK1UklZn0oaIQq7wGonUeCKVNTWanL6iuFIWFVTIyjJKkNT8AlJawyuK9MxMkZzUBFlaVCmFNZXSM6VaEqpqpLg0VRKTkyUlLU1GD+opWTxmylLpl5ugpI836dmnm0xeVKJEKSM1SckVpcuVJVUyoHuazFtZpgQSg3lqeoZ+Bj54DbPzCkrlt4DItkXl6hd7e8oy+WNpsSp0eLSG986QfTfsK90zOmbkC2iNsXz33XcP/sxAX0gVKtNLL70kJ5xwwhqPh1C77CYAgRo1apQ89NBDcu2117ZbcCoRDxD34447Tv1f7Pt8j1i+Qw89VIlVJLxoBoPB0BCMREUQTkmCRLVmbpp7PuU7XoMTlyM2bSFRo/vXtf4XVVRLt/S65aqqrpJVJZXSJytZ1h/cQz1OP81dpYQA1Whwd5SlBI0LqFNx6ghYWVG+1JQXS1pSQIorUN08PSEWVtTKF7NWSmlVjdTUeKoG4XvqnZUiQ3tlSb+cZO20q6mplYRSkYHd0mRlSaV4gQQJBLxgmQ99ArWMZaM2uKqsRrxaOgLr/gb4N7+sWjYe1FN6ZlfJ/PxKSUhLktoET5YXlMiSkrrYgw8qyiQnM01Ld3/rkSEJScmSmE4Gk8jgniLLCsqkHOJVUa2lTlSz+avK1C9F+TA1LUP6NqD0VFZ7Mnn+Spk4v0Dm5FXI8LWyZFB6upRV1si0xcWSkrhMDt+s/xoqEapVWzKq2jPiAK8RYbCzZs0K6/Hsz6ih7vHOK0UZmM5UB36H+IcLOv4ghZjRadBwFyJ4oyBY4YxLMhgMho6CkagOhutscz9DZFrboUdwJsBntdFGG7XI79IUieqWkSzHbjlIHvxyrqo7CVIrFVXVkp6SLGfutI4kSp58+1epFCQsV7WGE/33c/OVONGFB4Epr6yV8ppyKV6+RDvYSqq8OtKXENBy1qQFBWoqhzwlSUA780orq2V5QY2s3TNd8ktqlfhAnArKq6Vbal35rramRsMwa5Rc1BGMnNRENU/lFRO4WadWOQJV57ISJTzkO/XOyZDiSk/SU5Lk9+Ulkldau1oJS5D08lpZWFAgpdWepCd60r1nb0mtFUlMShRJSpYBvVNkp7V7ypwVxfLDnDzpmZakZJPNuaDEk+XFVdK7pEq6Z9YRzxLtSvQkOzVBzel/LqebLyDL84ulvDJNumemSr/cVI1nQCGjmxEVkHX58/wCLReO7JUpWw7rJgO7tX7sS3skluN3gqQcffTRYT3eDbfeY489gt4siNTHH38cJE349yg/n3rqqc2+nlOVKCmSto8advbZZ+trQqxeeOEFLeu54E1ToQwGQzRgJCrCgPi0xlxOyCKZPZwsMA63lEABnouyUi91fDWOGjtI+mSnyNNfzpDFhTWyybAecuSWQ2Tr4T3l/e+Wybz8Shkzos5TBAivhCSs2y9bNhvcTT6dvkwqVvwlSV6NGtUJvcxICsivcyulvNrT+wD0EWJRUxNQMkYS+eL8EslITZZFhZVKJCBXlM6gQ6pArc6fCqhPK1kqa0XKy+uM6XWDZfQBdYQ1SKP4wBjMK5To/bKwUKpWLwPAm1VWJbL537rLrMKALJc0SS0rl8LCIqkNJEh+dZIa0+nkwzyelJImOVkpujCBpEQZnBqQovIijYOg25D/SD+vqvLk12VVMrdsqY7KGdQtTRISEqWojBJllZK50kpPy4MoT8wd/BEze0qipCQG5Js5K5VkHT12QKuIlEvxbimJOv/882XvvffWEh5eO/KdIMGHH364/v2YY46RAQMGqNkcXHPNNbLlllvKiBEjNAPq1ltv1XiNE088Uf/OtoD0QHLYX13EAcb1/fbbL6xl4mKDvDPKgzz34osvVgJFpAMKLNlWLifKSJTBYIgGjERFGC3t0OOxxAoQ2kkHFFEGrTHR0kn38OQqWTLxD8lInS07rdtbjt1ysJrJXXkkp3COnLERZZkt6uX4FJTX+Z/oYIN8dU9PlNLyCikvLZG5C8tlfP8E+fmXRbKiqkxqJKDdCsQHUNYqrqyRxETIzWodabVqlJiQqASKk/6ykkpJKqtW9aoEhoRPKpCgJIMHazlvdRdEJUSlNkESE1B8kqS4km5F9+IQqwS9JSUmyqKiujIcy15ZwzLUeavcMsCpltVkSL+eqapaVSYlS22iJ8uLyjXpfOaSQvlzSYFUeAmSm54sXnaqJKSkKXlLZPZfVqoM7ZEmvbJSZWF+mczJK1XChlcKYoWq53lEH9R9zfispKxDHvNLyuWPqmr5bWGRqlMoXI6czlxeKt/NyZeDNk4PPo9uxTl5ZUoqh/XMkLVyGp81CImiW7MlwBAOYSLEE4/dNttso0qP89v99ddf9YgKROakk05Skziz/TbddFP55ptvtOTmcOGFF+qynHzyyUq0eE2M6+FmRLkLBcqEb7/9tkydOlXfj8/GKCO3buJ90LLBYIhfBDxXazJ0CDDC+kkPoyrobArHDE4+zqRJk4InEk4+GGlHjx4d7JILB5PmF8glr0+VvKJSyUlLUfM0qskmg7vJ7QeNlpKiupgEXpM2cggMqd4kfGemJspjH0+W92YUiFdTK7XVFdItVWTMgBwprxEZ3D1NyooL5aeZiyQ7LVFfF7UKovDLgkI1jTMuZXlRZR2R4kQcqEtAd41qKDCU3/R3andKhP5XmuPfpMSAPpdSHspWRY3oskFWIGta0lO1KlEN7EQXVNYQqhmQgvIaLZvVYfUrJiRJIClFumWlyfBemdI3J03W7ZslM5YVyx9LS5TMZKUm6qy+mUtLpKw2IENzAtqdhxqCf6qwMiDbr91TBnVPldcnLZbiskpJlSotMeZkZ2vmFSW/IT3TNZ+KZYWs9ctJkf656VJYXiULCyplo0Hd6zoTVwPTPKb0i3Yepkv70fQV6ifDbM+i81o7rdNLR+iEEgjWAepNS/KhYhF8Zwjp5LuC9y8UkDrUKPNEGQyGaMKUqA5G6EkOJSocTxSKAPP2+vTpo1f3TgUId36eH//5aYESop5pAUlNTZSUlGQt6/22oEDe+WmWZBTO07IMw285yX/4+2KZsaRICopLZGFeofwyZ7kO+k1LSVRytLSwVj4rzdPOuwyvTCqKC/XkzsBhiFSdkbxGAzgTSQ2XBElNSZLKqhott5ERhUKj42Ao6dXU1pXhgs5wHOQa7lT3K0QrKUnjByBQxARUV9dKAaW1AHP66sgZPAmzOp15KUkBSZUE/bm0slQqghuEuIRkJVFq4q6tkeWFpZKSUCtLC/FZVUh2amJQGUpNTZERA9Nl+tISKQokSnJyQOcD5pWWKwt8Z1KJ5GSkSH5FQPrnpElVRY0EaCEMJEj/3DSprBHt7qtiuT0IX638tbJc5q+q0JJeWVW1ZKckSK+cdMlNT9H1BeGje4/P9vviIiVRjJ0Z0buuiYAS43u/L5eB3dM1PqI9ynmxAqcs/fe//5XHHntMLrjggnrjdFBmUago5fFdINCzM80JNBgM8QUzEsSYJ4qTCBk9jOzAS4Lq5C+jtLQcyOtNWVionhuNCljNVNKSEtU8/u3vf6nxF88Kj33r57ny0c+zJD9vmSRVlshfS/N1FAqcIhFj+mp/EsbpRSsKZPLsRTIvr1S8mhrtWKMEt6K0WstPECPIAx4nqFRacqKa1rXNThj74rQmYjBXZ2+qD4pbQt3jNJ0zUargVKhMEpCyak/VJpZDy3JeglR5CZKaGNBBxBAphg+jIvF63dT4HZBAUrKqT3WyFbEODCyGmNVq2e/72avkjyWFUl5RKV5tdd3MwKQUjV3omZmsHXyZ6ekSSE5Tj1RWFh19SbK4oEIWriqR2UtWqvJISZP3q/ZEumckyQ5r95KdRvWSBElQla5ftzTpn5uqihQq2szlxVJQWiELVhZruQ9f2Hp9s5T4TllUqOVIlDEXmLpWdqqa2H9fsmaGE7Pr2D9aWs6LFThhnGiFnXfeWYcNA7aFEubVJT48XPgE+Z74n2cwGAyRhClREUZTJAiFasqUKeo32XzzzRscadFYh12Ts9bSk3QuHp1xbkhwcUmJ1NbUyui1h0laZrZMn7dY/lyUJ99MXaLltSTtoQuoMoXSA3mivMXvVTUBSfKqJKmiRFLTk2VZcYWe3LoleloGzCuu1HIU8QWryvAkcYKr8zrpMq3uzoMsKU9Sbve/El5dxPhqF5SW+FBwVj9z9Uw+lB4M6uqb0hVTN4w4NTlJEhICUljpSUFFjXgFFVIriZKRkSplMLFgB58ncCvI0ZCeGcEuSjoDl5TWSr/eaRrySXxC+eo09LX7ZMqAHmny38nL1OTeM6Mujb5vN5HflxZJQXmV5FbVSHKgVhYtXSFFtShhqbK0oFSJX2FZlfTNTQteuVDmxNtEVyJREXVLViapSYny3ylL5YPpK6SgrEoT3tfYDwKEf9Y2GG+grx3n6gwz+ejMa6yBAnWWuARK3gaDwRAtGImKkXKem0pP3g4eEHw3DaE1o2N2X38tefSreUJDW0agRgoLy6WgwpOcFJGeSRXy7ZQ/65ahslq9SahWAIKSkRwQKleSWMdnyH1KpBOtJF9K0hJlRXGpVNfWiOdVSlFZsiaW0+KP4sJjCdHE/F1Vu1ptSqjrpKtFk6Icp29UV+aDsLhk8tDJwJ6+x+q/42daXf2DMCmnrKmV6mBjHsnmqFMBWcmyC8+tKx3irYJsoVbxeqQlUB7EDJ6UnCoD+qTIvDzKbeWq/qAKQQwp/X06Y4WSF3KjhvXK1M9Rtwwig7sRwlkrxTUBSYZ1JidJeWmlLCmqlLd+Wyw1Xp0ylZvqSXpaWl0pEYK7egzNlkO7a6nvt4WFWi5kmbLSk2VFcZUSO0I+gxlelD89kUHd0xqMJmD9tSQ/LBaBoufUJb953P1MI8Ty5ctbNMjYYDAY2htGoiKMhkgQJwP8T7SQY6Rtql27NSTqkE0HyKxlJfLJtEVSUFImtVUVkpXkyQ7rrCUzlxTI4oJyJRGoIpTcistrpEdm3TIM6ZEuywrL1dvjMaalulqK8/MkwauR4vLaum60xEQt+VVWkyReLckso+CJ8vSEXxc8QEZWQFIoqREIQDlNlaX/ESb1T0FMVLSq+5u7rQ4FV3hejSpRzAxWE/pqJauq1pOFBeVSHagznyuZcqKWdvhhck+Rfjlp6kei5FhU4UlGZY0SFjoGs5LxIyXJWtkpUlFTq4Z4nt43O1VN5atKq2RVGeXKco0gUDKky+XJWjlpsk52lSQlp8iUPBhrqvTOTtHFW1FUJvNWVagfqldqiSQlJEpKaqoUVIqs2zdH1l0rS8tzmOAp10H2eM0+mYlSUFqpOVvrrpUdLKUy6HmD/jlrbGvnh4rXjjW33HSivvvuuxqZ4EJm/X8nfwqi6MbKxOvnNRgM8Q0jUVH0RHFCJNAQDxRdcWToNIfGynm02DPDjhMshu9xw3rqGBaAsfmAYZ54C5bLsspEGdRvLRnRO0t+W1gs0xYVKsmg7Fb9lyd9slIlKSkgK4ox8iaoiZlxJeXV1bJsVbFUl+ZLstTWka3KOiJUA6nB8eOJlFd5Ul5TKzmpAakJeBq8iQqE6Ts9KbFO+akhiDNZaiRBqiVREhLrbklJyaog1SRAaEgzT5P05ICmhDN3j9T0/82eq4svr1MrIF41mqRexBt5eLBo9MNHAzGrGzkDG9IOt9yAZKSnSkqFyMqKWinOK5eK6jJJ1lJggpYaUxI8NXonJ4oMyE2X1NXrsk9WiqzE81VUJWvlpktyIKBEcUlhlWSlJcjS4ipJTknULKi+OSn6OQChnwUVor6x7ikZus5WFOLbqpJpFWXqp0pITBJsXHUEavX+khCQbumJksqIwERIaKKMG95Dth7WPagYhipRlPLilVS45T7jjDNkwoQJmg1FlALfDb47lO+I+yCDavvtt9e5kQaDwRAtGImKQjmPUgTlCjKfOOkRWhiuEbghJerzmSvk7k/+lILSquB7rtt3sVy117oiVRXy8dc/yPwly6R/twwZlpYuAwZ0l+lLiuWvlUXaUTd9WYmWreBmC/LLZe0+Wdq2z4gSSkyj+mdLilTLzLkLpDq5RknUivJaqfTqAjMTAnVjV1CCIDIJtSLFlXUKE2bwQDJkIkXSczKld7dcKZEk6ZubKeXVNbIov1xyUpMkM40k8LqYg5F9MmRZEWWsKiUteVVFSp5SVhMoiAVmcH9KOWSnCrVsdSdXbXWVBGprJKC5UAz0g1WRfl4Xp8DPDEAmd6qyCj8WqlmVKlvdMlL0c81eXrdeemckSUA9W5jcEzQOASVqaWGFfu6Csmopq66VGi9R8qpqpdorV9K4FvXSIFCqUqSoHGN5hr6ul5CspNcLEH1QLXklZVJR60m6VEgWJC8lRRJXe4KG9UyTU7YZJL2z05okSJSF472UB4hnINCT0E8yopjnx3eErtWPPvpIQ0GvuOKKuPd+GQyG+IaRqAgDEsTV9LfffqsnO/xPLZmjF6pE0VX2789mq8JCyzsnWPXWzFsu17+8SoYlrlDv0brrrKtGXDKMACU8TsWUkCqqajVzCRJTWlkrc/LISUqS3LRE6ZuToaNX8lbk6+vnlSRLL2IDlhZIeRl9aHVKULVH6SwgicmpkpyWKRnZWVIVSJXUtHQdK0NQZ1JKkiRnpEhKZY2OPIFEDeqersGftPJrV1q/bNl2ZE8lV/d8OkfHo+BfgjSlJSVIenKCFBEStRppiaLlLxSglCSGE9cNok1IWdNTpuTTq5F5BTVSXY1Pit/rMqbq4qM8HbpcWFahZcw+uWny54oyWV5WI4PS/vd6dDUSQUC8AE+durhYumUkqXJVVFgtFZIoCwqrZElhpQwkVEsTQ/FS1cjgHukyYWQPzY/679RlwTIhr9Mtq1qmLy2S5WX4tiqluKRUymsCkpiULOMG95Yeq2MPmkK8K1F+nHXWWUqWXn75ZVVsKVVCLAnvhEDl5uZGexENBkMXh5GoCAOlYOXKlTJs2DDNZmrpyS5Uifpp3iqdN9cvt45AVZSXSmlRodQUF8u3qypl+AY5ss7Iv+nfiqto6a+RvpTTGN5bWqXhmBkpnMTrTN6U31Bvpi8qVPKyMK9YCvNXqPeJ5/D4BatI3a4rpVF6S0rPkMS0bElOy9WRKARm9shOlKLKOvEGgzoxAbz2kqIK6Z6erO/N6+27YR/Zbf21ZJ8N6wbWOqD23Hnw+vLD3HwlYL8uKJSpi4s036pnUoIk1VZKfoUng3pkSXpqopIolsmtTV5bFaeQdYdDXkMVkusUK8qAwvpUtapWu+74+7KicunXPUvnA64oqlSClJ6UIPPzy3TZMcz/tqCuhIj3q19OnSKC1ZycqYzkWllWVKl5U/jMeU5ReV16Op14lBgx8uO9qnueSHpqkipNJRVVUh5IFS/Zk57ZCTJ+YKrklC+VL7+cp8SBUFRuDZGleM6IagiMiOGm0RE1NWYkNxgMMQUjUR0Md5LjhD1z5kydS8bJjwyo1gCVpbKyMvg7wYxawqqukqLCVVJZUS7VVdVSXVmppaABgwZJYXmN/DQvX+YsKdET/tzyZdIjI1Eqqinh0SdXF/AIQUK1Sk4K6KDemsoKCZRTSquWYtrpNUk8IMmpaZKWnSvp6TniJadLxerEcBQqiBVEB9Wlzr8UkJLaWlVR+uama8mPjjQUGRSnrYZ2b/Szds9IkV3X66M/H7G5KJmau6xAlsyZIX1yc+X52UmqAgH8QsQvQKQwqGsHoC8VHV8Yvioe46iVGvi5qdmdLr1aVd1wtpdV18jc5QVSVlGnIs1cWqReJUqGjIAh54nPvCAfc3qVlFXW1JUkWZ8BAj+TlcTxvjoPsAqChpJGYKnI4sIKKauslbWyaiQDo9jqnCy8ZqybLYd2U0K1+ZAe2iUIUDApZ0HC586dqx6hHj16KKHiX36HRLWkxEVo5dVXX13vPpobmNPYHBgCzKiYfffdV15//fXg/ccdd5ymjfux66676siX1gK1tiWKrcFgMEQCRqIiAEgP3Xd4odZee21ZvHhxq18rNLFcU6zLi2QhQ3yTE6SislIqKyqlWpJkWM9MVZM+n7lSFheUSXpyktQmVElBSYUUlNBxlqZBkbTUc8JPCNS1/pdX1kh1RakkV5eqQlXrJUhSSrJIeq4kZPaUv/XJVaJCGCQkYVVp5eqhxgHJTktRErCiuG7W26DcZBk3IElya4slJZAvI/v3kN69eujYm8ZiHBpDSm2FlMz/XYb16y3rrruuDFmnUp78dr6qVbkZyUrQGJ9SR5aq6+btBVC1UjWfiZIhRAgiCdxwY+D5SRVl0srVKpVHpAOxDwxR1n4/GdAtJTiSBrJESZWsrKGpdfEMrAuiCbLT6ogU+VorSwMyIDtVA0v1NXJFZiwv1W7CEb1RlMh9qpFqz5Mth/WQgzcZEGwMcEhPT1cjNTf2AebRQapoTGCuHCrnq6++qvtIS2bK0dSAz8ghnOHWkDgCL8lyagi77babPPHEE8HfW7qtDQaDIR5gJKqDwYmNwayUYTDLEqQZztiXxsCJ3pXzFi1fJUsWLZH1eybK93NqpKgUnxPplcl6At9u7V5aeluSXya5aQlSVY5K4kmvnFTNPhrSI1ONzdOXFWv5CzWHocBVpflSXV4mXlKyZGTnSmJmT0nJzA2WrpKTErVEhcG7X26adokRF5CanKjZRXiX6CLbZngPOXP7YTr+RAM+i4s1zgE1DqUDozBkivln/NzUSR/1BSKKR4Z0dR7bOytVLth5hJKY0qoaWV5UIW/8ukSmLSlW9YZwzPemLZPU1cSKz0jwp3ubOpWo4eBSR6gIKEWhQklKSRApr/VkUX6FBphmpiTpZ4U8kuX054pS8aprpbioQst16cmezsEjTJOSZt9g6S4gaSnJ0i09RbseUaVYJkI2d1yntxy62UBdtub2A9Qnbk6lYmAwM+VYv8RlvPnmm7LZZps1u09Bmvr2rV9ObQrsf0ceeaQqWF9++aWSuVBAmlrymgaDwRCPMBLVwcA8TnmEE4obW9HSnCdArtEfS4tk6YpKCRSXyg9T/5T8ohL92w4ju0l14QqZXRgQLylTBvfIkC2HdZehvbLkrV8XyZ/Li1YHf9dINoJSVpWOXMkrKZf1+2bI4vwSLb1VVlVIVVG+JCclS1KvAZKa00sy0lKVeDC7DRKFgR1S4XKfCIDEB7R+v2zpl5uqRALCsX7/bNlrdF8lUIDPDlHihh8MdW7FihVKqlxpCjIFqYIY+LOBlixZokrLqFGjGoyBwLjeTSixpclGA/9nNoa4QfD+b9Ji7TqE9EFmUKP4/HUZVqtVqEBdmY6/kbiOQlU3+LguGZ2w0Eo8YF6txj4Qc0D8AuodBvmUxEQdKEx2FcRrcM90Ha0DKJFikIdMMctP1wem+OQEGdknV8YMzFbSu+GAXB2CzHK2FKhUtPxTWoNQUWZD9QwHlJlZr/iNttpqK7nxxhtl8ODBjT6erjlmOp5wwglKohoCA5B5TPfu3WWHHXaQ6667rkVDsw0GgyEeYCSqgwF56NevX5vCMr+clSdPfTtPO+pKVuVJoKJQ9t5YZPSAHCkqKpLZs2fLJoN7yD4DB+pokYUFlbKkoEIDNn+cu0rLRJkpSYL+tazUk1VzVq1OCa/z4JTXeJJaUyHdU5OkqvsI6denp8zNK9e5cnTt0cKPz4nPQlca3XGki+eoQbxSX2P/Mf1k08G5srK0SkmDm/XWGOiy4sTNjdIUCh2kinEflD0hUpAqfkZd2WijjfT3lq77E7YeLOv1zZYvZuXJqpJKJXmoZpAp/p5YW5c6TgkyJy1J/lpZtnryXf3XURO6GtYTgiSssKJaux0hmBjEMd/zfDoE/c9nPa0oqdQSZ2563eBjtgmm86PHDpSth9WpSe2lfKJ6QlzCwdixY+XJJ59Uok+ZGXWJEh3jhxqK3fjqq690MPCkSZMafU1KeQcccIAqhnTVXXrppbL77rtrR6qfHBsMBkO8w0hUBODmsjU19qUxzFxWrBEGBUUlklJVKGleuaysrJV3py2VhOpSqVy1RD0yEAxO4F/MWqFEipP4wlVlahjPUm8OKeEBJXBubAjlt/IKuuQSpTa3r5Qmp0u3dPKaAurjqaxJUPMzqgzEAaWGkhSJ3RAF0riH9syQ3dbrowSKz+mUlpaA0pTrOEM9gQigUOH1gUSh5lEywlick5PToo5GHrs14ZTD64gK6+G72atkyqIiVYK2GNJdbnx/pnbMEZ+g42CCz63zTLlBx7wrpBJ1C2UwobouLX1Yn2zJSApoJAEdfMU1nsZGZCQzooYyXV38ASU6IiRQ8LpnpMqeo/s0aaxvDVh3lPLCBeTGgSwmSBUlUwYAozT5AWE/+uij5ZFHHmmS0B522GHBnzfYYAN93eHDh6s6teOOO7b4MxkMBkOswkhUhOFMv9oV18R4F4dP/1guS5ctk9xExo8E1NuTnexJflGpfD+zWA4aO1y65+aqUvTtnDztlBvcPV0ZwPz8CqmRWp3lllwbkBXl1XWZk2RGSo30ys6UhIxckeQ6HxMmZwgSasuAbmlKkPJKq2T+yjLZZ8O1ZNf11tIOOZSXPtkpGihJPhKBne0FSA+lqcLCQl0/W2yxhRIDVCpmC3IfJ3BukK5wTNB+sKzbjOipN4dLdh0pN70/UxYVVEhlDQb7gJIf1gkdi5i9AaSL9YJ3iW0IwWUdQK7Ky8s0g6pfj0zNliLUszvdikLuVLX0yEyWU7cZpEOH8USN7JMV7LprT7icqNaCodcQ2VmzZq3xN1QlSq9777138D7X5MB2QEWELIWC8i3bi9c0EmUwGDoTjERFGO6kjyLUHIkqKimTSb/PkuqyYglk1XU3cVLWUhRt31ndpXu3blJVVS3zV5bKquIKnX/H30srqrVdn3ydVUW1Snpo9kryaqUqKUOyc7tJTo8cVaQYqPu3nhlKIFBq+ndLkyE901WFwUg+qm+W7Demnxq5KXt1JFheDOSsHwgUZT/KU5REOWEXFBSoSsUJffLkyeq5ceb01iZ1E/D50JEbaQwEHYfFldXy0sRFWhKFUDFMGfUOMzkECmgpMDFB11dVeYmOmUElY+yNBpdKQOatKtP1Cxnbed1earR3+Vrus7IP8FrhEOpwAOFsS04UJIx1i+IUCjoiWed+XHbZZapQ3X333TJo0KAGX3PBggXaRegvaxsMBkNngJGoKJTzACShsdwbHjtv8XKZOX+J5KYE1PSNI8erqVXTMLWlxOQ06ZGVKnOXF8ny4kqZv6pUO+16Z6dKeUWN/LGkUKpqyGqiJFWruU8JaTkSSEzVAcEoVZTKJIHcooCamVFLNhqQo683e0WZenwgZQwwhkB1NMrLy+WXX35RgzOdjKH+GYgGpImbK/s5c/qMGTOURDlzOsSrJcSE/KbxPnVq/436ydRFRRpRMKpfljz+zV/y6i+LJa+2Uh+Lp4muvxSplbyyWumZkykrSurCS3dYp5fst1E/TYNn22/QP1s2GJCj6xkiyLZ3aqTfH6dJ66tvrUVLc6KIKUBZooRHVx9jVljvGNPBMccco+VBzOZsl9GjR6+hXAF3PyQMX9WBBx6ozRQQsgsvvFCDZcmKMhgMhs4EI1ERhlMdGvNFlVVUypRZf8mqwrrOuw0G5sgvCwpkaX6ZJNVW6ZDcgqoaSUmukT8WF8mXM/KkqrZuJAoDeukQ4ySPZ6lXVqqsrEqShNQMCSSlKhkjnXydtbJkXl6JtuXX1FZJZnJA5i5DjcqUk8YN1lDNuXml6g+i7NTQoNv2BidfCBSGcrrwwiESkCa6yLixPlE7IFUoWZAUV/bj1tKgxuTEBBkz6H+dfqeMHyLZqUny9uSlGiSam5Yk2/f3ZEhOqkwry5UZy0olKzVBdhjTSw7epL+W7Tb7Wx3B8MNPktSsTsdfTV3oqbu5x7GvtFSlamliOSoRhIl1B/ncZpttNCqBnwGm/pa8PwSMmZCEbeJjo3Fgl112kWuvvdayogwGQ6dDwHMSiaHDQNnGH5D5ySefyKabblpv9hflor9WlsrCJcsk2auWkvIKqcUALp78MnO+fDpjpZQFGD7rSWlpuWRlZqjqweiQpKQEQrY1nLGoKiA1CUnSLStTUtMzJCMlSQb3TJPqak9Hrozul63ddeQXcaMs2DszUQZmimzWvVx6pdQE1ZzWkI/WgM48ur0gQ/hn2jr3jV0aTxUKFaQKgsa65jNxg3y19j3wnq0oKpO5f0yV9JQkGTNmjBIH5hVivkdtai2cMuXIlftqOiLVHKHi8Sh4DzzwgBIXg8FgMHQsTImKAEJP2KExB9/PWSkvTVyo6eFMLEH9OXrsMOmVFpCffpkkQ7JErj9sSymuTZZFecXy7Fd/SJ9eveSPZcWSm5koaSmpOvSWAMeBGcnyx9ISycyqy03CC5WZkqRp3hU1tXLQJv21tZ55e6gl+HdSEhM01Rvgb4F8zJs3T7OZKNf4yUd7g6HIvA/lOboM22t9Q5q4UUaiTOgIFeUlFBFHEikNtkRpSfBqZMGMKZKVnqadZ67kiG+qrWhKpQq37NfScp7BYDAYWg8jUVGAP+Zg2uJCuf/zOTrTDcJDye2X+QWytKBM9u1fKgmJidJr3c1lWa3IgB7pkpaZI8mZS6R3754yuyRJS234mQI1npb1emSmSPeMCslKSZKB3dO1LMXJmBZ+hvq68tzw3g2faDFHc6PLCv+V8xwRyAiJgnwQotjSqIGGQKmIji3IiCsfdQTw8mB65gYZIf2czwR5YzvQ5edIFUb2xgAZo0OQchkeoPYygzcE99qOpIWqVG7/8atU3DrbAGKDwWCIZRiJigL8StTH05erIXxYr/+VmJKkVmYszJPvkrNklWTI8pkL6p6XEJDB3dPU8O0SrykvoSxBoCBTtNNDkHplJKmvSR/pedIzK0UO2aR/i/xNRA048sFJ2xEqFzXgFKrQhPHmAAmAPC1cuFA22WSToDk5EmA53XKzHChvfK758+fLtGnTlBy6ciZkxG0TCOXEiRNVuVpvvfXaTCDbqlL5b25f4vMYiTIYDIbIwUhUFOAf/UJAJsTGnZTpOCssKJCklFT5dSWhl1UytFemEigCHmctL9UQyKVFFTq3bs6KUk3DhiiRjE1U5EEb95MthnSTX+YXytLCCslOS5KNB+Xq49uyzHRbcXPDbyFULmHcqTncmlJzeC5khedvvvnmUS09sc6d8oYXi88BoeLmRtHweUjuJhUeBY5k70gTqHDKfvz773//O7gPGQwGg6HjYSQqSp4oV47BizR7RYmSIMzQpWVlktu9uyxbUSFllTUyqm+2EigA2WJOXF5JQDYZmC1/roRIpUpBWV1H3saDcnSALQSKk+yEtVs2JiVc+Iff4mVC/YBQoSz9/vvvSkpc2c9v4uYz07nF3DwIVKx1a7E8tPNzc6NoaPvnM/EZUKP4jChVlAhjAWwLSNQTTzwhN998s86yozxqMBgMho6Hkagol/MmrNNbfpq3Sv5YsEJykmslJ7e7LCmuVrKkjw0ZRovHCSnq4DF9JJCSoSNeemQkast9e4Y2hgvek/IRN2aloeZAqLih3kA2XG4Tv0NUNttssxYnjUcarEc6E2n953OttdZaqlAxX2769On6eV3Zrz38Ya0FBOqZZ57R0Ms333xTxo0bF5XlMBgMhq6I2D6TdYFy3trdE2Vst1L5vjJBKhIzZFV5rQztmSm7j+6jqdn5ZVXSPSMleMKkq65fZkDSEkW656RK78yk4AiZaJeZACSJLjtufEZICMSDbj9HuLivNSNbIgnKjeRWQaCGDBmi91HW43eUND6D3x/mCBXqXKQ+F/vDCy+8oIGZr7/+ukyYMCEi72swGAyGOsTuWawLRBwsW7ZMy1t7bDhYThg0VOasLJXkhAQZ0SdTTeKL8svlg9+X6yiStKRELduhUG2ek1ivWytWCFQo+Jz4oyiLkYgNyXAxA4wPgXA4H1WslMcA3XvkVo0cObLBUSZ8JkaYuFE0EC4+Fx2MlPz4XI5UYc7vKLz66qty1lln6bDgnXbaqcPex2AwGAwNw8I2IwBOtARuOjCiBCWDEEha5RubKUYA5xcz8+SrWXmqSI3skyk7rNNbVsz6VdURPEexSqAAJHHKlCma1USQph/OR8WNeXioPI5Q+bviIg3IEMSWOXGkbbcUfC5nToc8ulgISFVLR9E0BUp3J5xwgvznP/+RffbZp11e02AwGAwtg5GoCJMo1CPGanCyHTt2bL3U8qbgNhOvBQkjY4nONogUt2gSj8bGibCc66+/vvqJmgLlMRefALnEi+QIVUvDMNsj+DOcZQ4HbHOXScXnA24MDeXM1qbBv/POO3LsscfK008/rTPqDAaDwRAdGImKAFjFEAU3YJefUSjoUGvJa7jBtYCfOTGj9vAvXiTIFMSD3KVoGp0p15G7xEgUSFBLwOdCweFzQT4gjf4wzI4aQ4Nviy68jgr+ZL2guDlCBYlmO7myX7hRDx9++KEceeSR8sgjjwSHBBsMBoMhOjASFQGwiiEFEChOmpw8OWlvscUWYT+/Kf+TM3C78hh/d0oOBCRSSg7LBxFBfWGGW1tDH/0z8LhBPCBl7rO1l9/IqWYbbbSRrq9IwJ8GD2nEE+YIFftHQ9vss88+k0MOOUTuv/9+Ofroo2NKeTQYDIauCCNREQDeJ06AGJUxWFM2ot1/6623bva5oSM+mjtx+oMwIW6UlDg5o1K1pYTUHCByeIlQ2yBQHWEUh3g4QgXxQL1xhKq1MQN0DbItWqOatRccCXakyqlvrvSHkf2rr77S0t2dd96pXigjUAaDwRB9GImKEDhJOmWGEyVZQ+PHj2/yOf7RHq0xkLuxJq40hpJD55gr+7VX2CXlSVQ2uvFQczqKqPkBOWSd8tn4l/f2xwyEM4YG8oS3DNIXrjeto+G2mSOLGPPvuusuDfk877zz5Lrrrot4FpjBYDAYGoaRqAiBEEoHVJRff/210VwfN8aDW7gKVDhgHIgjVPhzUG8coWrt+BVek6wkXqujh/I2Bpcu7ogHBKupocJudh9p5MzuozMwVvHBBx/IYYcdpiompI9cqL333jvai2UwGAwGI1GRA2qNW9X4fH788UfZcccdmzWQdxQp8SeLo+RgdHedfpCKcEgbRAwFiigATvKxUGJivVE+dZ8NVQeVyZX9+JzM+4NMbrrpplGd3dccINp77rmnXHzxxXLBBRfoNmN/aGo2ocFgMBgiByNRUSBRlNXwuOy6664NKlCQqEjmP+G58nf6uYgBCFVjJmeXpzR8+HD1ecUq8Gi5z4bh3ZX51ltvPf18sUD8GgJRC7vvvrucffbZ8q9//Stml9NgMBi6MoxERYFEoSh8+umnsssuuwQJSnMdeJEC7w/ZcGU/lstvTIeE4M/B00WeUt++fSUewOciJR31DGWK8h/wdzGG46OKBFi3EKiTTz5ZrrnmGiNQBoPBEKOwsS8RAidCR6LcydopTm01kLcn3Bw4bi7bCEJFBADkj1gBuuTIU4JYxROBwr+15ZZbajmM+1xuE+NaQsfQtJfpvqVgWfbaay857rjj5OqrrzYCtfoCw9aDwWCIRZgSFSFgdnZGcVb5+++/L9tuu61GAbhhxO1lIO8IsOx0ilEaY5khJC6zCTIVS7Pv/GDd4i1i/WMib6hzkO3B53GxEHjWMMo7QoVvKhLbZc6cObLbbrtplMEdd9zRpbvwiAH54Ycf1ETvSJS7yDAYDIZYgZGoKJAolzxN2CZGZxDLJweIiFNyICIQJpfZBOkgl8rNvoNQRYp0hOP1YpAwuzgxBklJSWGXXv2me1QpR6ga84i1FUQt4JHDSH7ffffF9P4Qie1GlMMbb7yh637nnXfWlHbmGRoMBkMswUhUBE8MTnFileOJoqtt4MCB7Za83RGAUEBEIEUEUjak5LjZdy6zCZLlohPwH0WDUEFa6RyEOJFd1Vq/E9vMzb9zQZguj4p/wyVmTYGoBfxxdGs+9NBDXZpAOVA6hkDdfvvtOmuSqIe7775bR91Eq9RqMBgMoTASFWES5QzkS5YsUYM2Ko7La2LobSwRKtQmMqAICSUDKhwi4tK3nTEdQuAIFZ6jSBAESB3LDZnbcMMN2+09/WNo+Hwoc85HBaFqzbZjP6CEt9VWW8njjz8eM+b2aIP9yK0LCPrDDz8sl112mVxyySVy4YUXxkw4qsFg6NowEhVBEuVKen4DOSd8TsiuBR/C4vKa2jp7ri2ALKDkQOzWWWedVqlJ/hBMPh8nRn+nX3uoOA1FGviJX0eSNuej4gYZ5j1d2S+crC3WyR577KEK39NPP90h6yOeTeR+IgWee+45nRl44403ykUXXWSGc4PBEHUYiYoQPv74Y+1owwPVmIEckuUIB2oOyoZTqDhBR+qEwXuTATV06FDNgGqP9w1VcVC5nIrDZ2yPAElec+LEiWp4JwcqkidYtp2bfce/ECJHqBpS4FjH+J/WXntt+c9//hORUTmxjlDS5H7nAoR/2Z6PPvqoRj+89957WgI1GAyGaMJIVASA2gSBonyHSXa//fbTEk5T40ZCAzAhGY5QtXbYbjhYvHixTJs2TUlIv379pKNA4Kgr+UGuKM+4sp8z27f09VCgeH5rlbOOHkPD54PgQfboOhs0aJC8/PLLlkAeokCdccYZSjLJIONnAl0dkWLdnnPOOdrJ+MQTT6iyaTAYDNGCkagIgYM/5bFXXnlF/u///k+7sXbaaSfZd999taTTlAE71GfEycQRKrrF2kspmjdvnp6c8BFx0o8UKME5wkFJk+4+f0mzuc/HmBcUKIz6I0aMiKkST+hA4dNPP13mz5+vBOrVV19Vsmr4H4h3YB8cNWqUricuPFhPlDxdGfyjjz7Sct6zzz6rjzMYDIZowUhUFMAqJ3MJFeK1117TIMvtt99eFSpKPJR/GiMC/kRxbjwO9QVChcrRGg8Qy8M8ObJ5iAJA6YoWXFnMlTQpczlC1RBhRMVCgRo8eLCWH2OJQDVE9ogxQDWjTIq6QpdmV4a/hMe2h2QSb8D2piv02muvla+//lrefPNNjQRxOOSQQ5ToP/DAA1FceoPB0NVhJCrKYPUz5gOFCkJFHhMhnBAqSj4QpKYIFYZmCAcEiNdyHiNOMOEQKk5iEDpO8GRAxVJ3oIsXcAoccJ8PoonCg7o3bNiwmJ7fByBOqCxsy3feeUfVtq4eHuknUJBJjPqQphdeeEGGDBmi97Nvct8XX3yh35Fx48bp/fy+YMECjTyIZeJsMBg6N4xExRDYFH/++aeWLyj5UaLaeuutlVDts88+6lFq7IThRrRApiAdXNU7woFvpKHWeR7jwigpl8SyN4dldISRGz4zSAjrBA9ULBuz8UChnJB99O677zbpheuKOPTQQ9UozrakhPfWW2/JDjvsEPz777//HiRXs2bNUtLMukSppIRrMBgM0YKRqBiF8yhBprgROEg5AzIFqcJT0xShQqVxhArPkYsWgFjROeaiADBxY3qPp3wiPhOKHWobBAWVh1Km+3yxNIKGkz1qCUZzAiMt30jqKXAQJgjSk08+qcoS3XcQKtYVcw4dpk6dquN7jjjiiCguucFgMNSHkag4AJuIVGvIFCoVHhGUI0zp3Lgyb4pQQTIcoeJnTuSU7yBW66+/flyVlPgclHjIgMIHBvxz71Dj3Nw7N4ImWkAtI9eIbceYH0qQXRnse/7tcdVVV+l+CAH+17/+FQwfPe+88+T1119XMjV+/PhmoxAMBoMhWjASFWdgc0EkOMlAqD7//HPt8IJMoVCRO9SUR4QTOuURyl+c5J2Cwy3Wx2kQv8Cyo5xBkpqae+fCS/F4OULVkdEQDZVKjzvuOJk9e7ZmhHX1VnyynRi/g3HcqVH777+/KlEQTeIKHJln+9F9R/kOHxTdqwaDwRCLMBIVx2DTQRQgVKhUtH7T4g+h4gRF+7dfZeIqn7IIg1wHDBigpTDnMULBcVlN3GLJYA4o9dDFyIk43PgFut9cNAQdfy4aAlLV2k7GcN/3pJNOUsUMwzTvGQlgxqYEHIrTTjtN/v3vf8uECROUdPtxyimnyIMPPtjhy8Z74AejbMe6d0Tz3HPPlccee0xeeukl2WuvvYKPZ7v94x//0I7MRx55pMOXz2AwGFoDI1GdBM5YTis4hApPCcONnUJFCZCyH76qhlQRvDuOUOHfwfzssqhaE37ZnoAYoOhQwnQn4NYGYLrPyO8uUbwx431rQKnp1FNPlR9//FE+++yzDg0sDQUKjhtyDSBxhLtC5CBQ3FAqr7nmmuBj2LaRiLT45ptv5Oyzz1bChJII0XRjbiCcpLY///zz6vlrrPxnMBgMsQYjUZ0UGMv/+9//ajnkjTfeUNJw8MEH69X9Zptt1qQK4y+JoQi48EsIFT9HsqUc8kQwKflV7WXKdoTTfUZM9i5RHELV2i5F1vE///lPbb+HuGD+jyYgLW+//bbMnDlTtxkkCiJ61113RWV5DjroIF2Wn376ScvJfm8TahnzA5955hlVUf2wGXkGgyFWYSSqk+Pxxx+X66+/Xk+o3377rRIryAgZVChUdEA1pcL4wy/5l843yBSEI5whu60FuyXt7Hi4yK/qqFgAZ7x3hArySQnJlf3CLWtCoM4//3x5//33lUC5nKNoASJM+z/lsksvvVTvg0RRzuUzM1KFfeDyyy/vcKXRdeNRjsX/hBJ1//33K1n1Eyn20XvuuUe+/PLLYB6UwWAwxDKMRHVyUDZBdXE+InxQdIpR8qP0h5mckylX/5y4XImlIXDCg0hhbOdf1ARHqJoaW9PaBHVIzaabbhrRkg6qlAv3pPzH2BnnE2tMhYMkXHLJJepNo4THrLdoA48RcQCoeC5L6eGHH9ZQUn5nwDTmbcq77AuRAIScZWBcC+974403KoHzl/Yo951wwgkRWR6DwWBoK4xEdWGgVnzyySfa5QcBgCAwdgZCRWp6U2UtlyYOofLP83PjWVpr2mZ3pAOP14ZARdPgzknfzbyDNEI43Wd0pBECdeWVV6qnBwWK4M9YAONl2H50vzUGtv2OO+6oil9HEz9XkiOO4s4771RFlP0Eo7nfeO8e5ydWBoPBEKswEmVQcNKicwsPFYQKozmEipIfc/2aCrB0pm1HqNilHNkgGylcQsXrUG6ipEYJL5ZCM/1DoCFUnOgp3WF6x7SPAhUrw4RZJpoIUJhoLGgMlDFR2shjgnR1NFxZj30LEsXcOwJfMbrTVRqJZTAYDIb2hJEoQ4OEAWLg5vkx5Hf33XdXQrXTTjs16aFhd/J3wfFa/nl+jfmvOMFSYqLciAIVyyNo3BBoOslYZtYHxuhbbrlFYgGEWD700EM6QqUpNYdtvM0222gS+IYbbhiRZQs1iaNKTZs2TecJougdcMABXT5Ty2AwxA+MRBmaJQzff/99kFBBjFAMUDh22203VTIaA7sWBMylpVM+dONn+Ned4CFanMgpn6FAxfIcPPe5MEDfeuutGiUBKUCdigUlhe01dOhQHTVz0003Be9nJiMRAgRXQmYhf+ecc47GYIRmR7VVaSLTi23L+7ht2VyHHQ0EKGMjR45sl2UxGAyGSMBIlKFFJ0nKLxAqSkWcLFGmIFScnJtKBHfz/JxCheLESRYyxQmU5xFjEOs+GD4HZSg6HimDjR07VmIJkDrIHMZ8MqEcUKWOOuoozY6CrBC/gPftsssua1NOFM0JkGI35+6pp56S22+/XbcpqhKxGmRVNUSk3O8WYWAwGOIVRqIMrSZUnJAdoSL/Z4cddlBCRfI0oZhNnRiZmcYYF7rHeC28U67TL1ZLeXxV6B4jFoDyU1dvw4eo4ZvbfPPN5eKLL9btRowCZTk8duwb+NoI04RMASNMBoOhM8FIlKHNYBeaPn16kFBhDqe7Dw8VhApPVOiJk9IeqhYnWUzFLouK8h9dWxAqnhcr5nI+I2GQxAKgvkAWDKLbHOWJEUOUESFPV199tf7tl19+CQ4Zhkgddthher8RKYPB0FlgJMrQrmB3wn/jCBUn0q233loJFUZsQh7z8/M1xgA/1ejRo+t177mcJnxU5FtRanIKVbTiDvhMRBgQBkn6O7EAXR3+kEw67a699lotGVLW9c+6w3uFMkUJETUKMmUwGAydBR0zgdXQZYHCgLJEeQdDOmU+yBOkigyl8ePHaxQAs+VCCRRAeRo8eLCWiHgswZCoVHSSfffddzJnzhw9IUcS5GhBoF5++eWIEihUHNan/8bwaD/hPP3009VbBiE98MADlXx2FNz1lp9ATZ48WTv8br75ZiW6bHPypxzo+sM/Rsn2448/1mU2GAyGzgJTogwRAbvZV199pYQKRQm1iU48PFTcKAU1VeJxwZeQBPKaiBVwChUEoqPKQyhPJ554oipR/uG4kSJRkM+PPvooeB/GexcBwKBjVCACKwn/POOMM5SUQjg7CpRbMa5jqqdsi/IEyYRcEjbKiJkBAwZo5AMeOQfUSXxyeN+snGcwGDoLjEQZIgZOpC+++KKqVJAoIhMo+RFUiSrlCBVdZU2dZPHduFl3LkncEaqmOgRbCgjKcccdp14oVJ5IAxJF8OmkSZPW+BulTjxjxBYw2BfgS8ObxIxE1y3X3qAj89hjj9WmAvLAiHpgqLUDKhTGe7YFpC5UuXMxCAaDwdAZYCTKEFWw+6EsofigaFDyISsIMkULPqSgKVLk5vk5QoVS4x8/01pCxXzBI488Uh599NGgIToaJIosKlQmypxbbbWVzpuj3OlGtkBk+JwOzMaj9EgGVEeBdYMaxSxBCB4jY/xjWr744gv1QbmROH5FymAwGDoTjEQZYgbsiigsdL9BqMg8gjA4QrXBBhs0qWJw0najWVCqIFCOUFFKClcBQRk75JBD5P7775ejjz46aqWnd999Vzvb8JIRB0HX28KFC1UFYibe3//+dx2h4geDfRnTg0epveHKcDNmzNBthK+N0TeQKjxslFwhUjwGbxTLS3I6mVQGg8HQGWEkyhCzwH9DSQ1ChQcHMgShotOP0TDNESr/+Bl2c//4mcae++WXX2p57K677pLjjz8+prw7dDWiNN1xxx3qK4sUiXJGctYpipPL8WL0zcknn6xkFyLlgkdRFdk+lFhJLLcSnsFg6KwwEmWIC9CRhzKDhwpiRQkLozekipN3YzP5ALs4BMQRKogA5mxO8v55fnT/oXhRMsO0HUsEygHFh5R4UsAjUc5zBGrWrFlaXkQRoyGAch7L4TKgUMbuu+8+DU+lBMm6XH/99dtlGQwGgyFWYSTKEHdgZAzKBwoVJ2/8QnvvvbcSIDKpmhod4+b5uSwqlBxiGCiT4X+65ppr5J///GdMEigIC+VNyAzmbpQ1ugad6Z0EcSIQ2stY7sp3rBuIEwSOLkq68DDwk/sEWSstLdVmAToJWSaGCuODsi48g8HQ2WEkyhDXIPkcMzqEijISJ21S0iFU5Ew1NUKGXR9iAnF68MEHteTEUGXmv9GKH22cf/75Sg5Rl5hFh0kbI/e0adOUrKCWMX6GiANIzZlnnqnP++abb9r83o4AkevEe6ACuhBNfGcsy8SJE+XCCy/UdQ3I8KLMSKCqlfAMBkNXgB3lDHENSNLuu++uKhKlJpQZ7sOrM2zYMG2/x08V6h0CkIR58+Zp7AJEiuBI/ET+8lg0QZzA4YcfrsZyjO6UHimTQaAAig+EESWKMTuQF8qd7QHWDeuMsEzImZ8QsRyYxlH8UJ8cUKlYBmAEymAwdAWYEmXolMDLQ7gnJ3myloqKipRsYUrHy4NiwugZ7oNoQQqs9LQmGLiMx4pyHmofBAqwruhevO2221SRovvRYDAYuhrsctHQKYEZervttpN7771X1SZKUv369ZNLLrlEhgwZIgcccICas+nAc+NVujognqE44YQT5OGHH9YSIeNbMLK7dYWnDFWsKQ+awWAwdGbEtBLFojlvhp3kDO0BvDooJzfddJOayz///HMrPa1OgYcM4YEioZ1hwoRo7rLLLjq/8IUXXlAzO8RzzJgxWvKEfJIDRSipwWAwdEXEJIniQE6n0UYbbbTGlTInvK5EqGi3x+fCSA9KUHSfkQGET8a/vs477zw90eFjof2cUgst/AZDc3AXKpj0Kduh2HEf43R+++03Dc6ESNEJedRRR2lp9IEHHtAZeXiyrAvPYDB0VcTkJThJyBtvvLEepJm/RTeSK9G4g3UMcr8OAUrJ6aefroZi2vpJhUYdIDfJgTZzTnAvv/yyPp5OLspVhtgiw0QEZGdna+An3iwuFPyYMGFCUHV1N/9cuo6C+06hNBGhwH7G0GPIOV2KTqmjU/Cll17SSAk3fNj/fIPBYOhy8GIUxcXF3htvvOGNHTvWCwQCXt++fb0TTjjB+/bbb72ujGXLlsEevc8//1x/z8/P95KTk72XX345+Jjff/9dH9PV11UsYdddd/WeeOIJb8qUKd6kSZO8PfbYwxs8eLDu5w7bbbedd9JJJ3mLFy8O3goKCiKyfIWFhd748eO9Dz/8UH8/4ogjvHXWWcebO3eu/v7zzz97S5cu1Z/fffddLycnxzvuuOP0eQaDwdBVkRCrvhWGm5JIjRJF5w/T4glJJPuHq3MSqLsimC0HXI4R/h7UKTrOHAhcRFEgdNEQGyBm4bjjjtMUb8rUZDuR7s328yMjI0NjAtyN/Kf2RkMqLuNZKBejKpFA/sMPP8jbb7+tGVV81+hyROWkpE6W1muvvaZ5WmRzGQwGQ1dFTLbVuPIAQ2TdHC7SkblBsJjZ5bJ8upIfg89Ou/m4ceNk9OjRet+SJUs0Fyk02wg/FH8zxAcZdnjuuefk2WefVQJF+ezyyy9XYtVW+L8neJrmzp2rv2dlZWm+E/sQy8KFC54oRuuMGDFCHw+hIt6ADC03IodEcpLeMZ8bDAZDV0VMkyiu1DG1ko4MME3//PPPeoDnxHLMMcfIwIED13h+ZyVWeKOmTJmi+UeGzkWGwRFHHKHKDyZuDN0XXXSR+qbaGqDp/z4Q+UD6+CeffKL38T3617/+Jeeee65mQhHayRgXLmBIc2fkC14pGhf8aicwAmUwGLo8vBhFbW2t9+ijj3q5ubnq+wFXXnml17t3b2/PPff0xo0b5/Xo0cN7+umnva6A008/3Rs4cKA3e/bsevd//PHH6n9atWpVvfvx29xxxx0RXkpDOPjHP/7h/e1vf/Pmz5/f5OPctp01a1abvkcO5513njdy5EjvzjvvVL/cW2+95Z144onqOTzttNP0MSzTJpts4o0YMUK/e1tssYV31VVXBV+jpqam1ctiMBgMnQ0xS6Ly8vK8ww8/XM224LvvvvPS09O9u+66yystLdX7brzxRm/o0KHekiVLgqbre++9t0EzbnV1tReP4CQIgerfv783Y8aMNf7ujOWvvPJK8L7p06ebsTzOyHBDwHTOdnzvvffa/L7nnnuuXnT89NNP9YgV5Pv2229XInXdddcF78f8PnHiRG/OnDnB+4xAGQwGQ5yQqF9++cUbMmSId9999+nvdAJttdVW9bqBfvvtN1Wm6BwCb775pp4MFi5c2GkO/KeeeqoqAp999lm9ri1HJJ2ygfL0ySef6EmS9cTNED9kuCF89dVXSqJ+/fXXNr33Pffco98LR4j4TviJFEScZaPjju9UY8tvMBgMhjjozgMMg6Ub77DDDtPfP/74Y9lzzz01ZwdPCcCvgSdq1qxZ+jteKbJ48JS4DiTuI5iS12osqZnXcyMv8KA09thogFBDTMhkCGH4dTeG5jp05CBaQ/v52TCMP//887oPY/rnVlZWpn//888/5dprr9VuPUzfb775pnr+2J4MAW4t6Nx0fig66kBoQntubq4OOMZziA+qIXRGj6HBYDB0SmM587kI9YMMMfCU3wnehPD4TwKYbzm4k7JM+CQt2QRP+sHJCPOsv1WcmV90+I0aNWqNuV9nnXWWdiphsmUuWLQRTqgo4Yf//ve/9WaITUCGAWTYjyeeeEKjD9jnCLi86667dF8eNGiQkuLLLrusTe9LdAGRBeznxIUQV+CGLbt9i5/5rvG96iohtgaDwdBpSRS5UGRBuQM6V8qcfF5//XXtIuJKnq491BiSzekS4gS0ePFivaJ2JwZOGChRF154YbC1m3lf5CcxlJYr78MPP1w7jxhKy7wwVB/GpkCgUKhsrpqhPdAcOYE0kcPUEWB8C4OEIVKnnnqqjnchQZ3vCPs4//J92mKLLbQ70GAwGAzhIWYZAqU7SlQAIsPMLk4GBBUedNBBsv/++6s6dckllwTLfShLnIzcCeunn37SIbM8FkDAmC/HSBQeTyYP5TtOIC4Qkfcil8q9r6FxMMSXEzDt+g6MCqF0hYJIBhFqCsqfIbpAkSKq4NFHH5U77rhDzj///OA+Tln81ltv1cgFvlMGg8FgiGMlqqGsJ5Kev/nmGy3zccV+3333afgfqhX4/fff1Qvk1CM8Tv/5z3+UdHF1DaFCrUJ1gky5ZG/KGK5s9/XXX2toJSGCF198saajQ+aaQ1dUrJhv+NBDD63h16GcivrHHD8UREpIkFbWrSH6ROrII49URerEE08MEmGUV4I1r7/++i67PxsMBkOr4MUJmuuye/bZZ73hw4drhx5ZNxdddJGXkpLi3Xrrrfr3m2++2dt66621e62hbiNiEjbYYANtA+e5dMX169fPu+yyyxp9T9chR47OhAkTgnlWnR1FRUWaN8ScNSIozjrrLL3f5vhFF6H7dGPfGeI+XnzxRS8rK0u79nbZZZd6fzMYDAZDeIiby013Zbw6lmGNv1P644qakgXlJEzndCahgrircEpNdOoB5wfhMcBNrcczxdX5/fffH0xxxtjuwOPpoOK5zBoDjMRwozO6Ali/KHShCdZdfY4fxn68dRj9x44dq+NSIgmn3NJgsWDBgkaN4oxuocz6yCOPyJlnninvv/++3o9668a6GAwGg6F5xA2J8p8oGmq3pnTESYyuuwcffFANtJjRhw0bpn/npPbLL7/IpEmTgs/hJAO5ciRqvfXWq1e+o6uPch+GdcC4FfxVe+yxhxIoxmXgJ2EUC/c7UgVcDENnA54yRu9gTA5FV57jR5MDpJsRRawfysiQejx5HQ3/vgZxu+KKK+TSSy/Vde7vwvMDsoS38O6779bf6Xw1AmUwGAydnEQ1Bk4ULuuJHCWGtzIfzIEuPlq9mUeGZ4ccql9//VX/xokOTxXGdEe6AIQLn1WfPn30yv7444/XExa+LDxWdPtB1vBc+Weg+ZUzHt9ZCBXdi0RAYMhHbTH8D5i12b/+/ve/KxmHyEPCH3/88Q7f792+hrLklFM8aXSl0oXaGJHyx3uERn0YDAaDoQuRKE4U/itpR6gcUInI3IFMYardb7/9tOQHPv30U/13s802Cz6e4cczZsxQYtWrVy9VGhjMyslpu+22kw022EBLg5ROKBn26NFDn0fGD6+HYkNcAie4UJNuvGbxUK6DcJLLxUmXGyb/e+65R39GcaJ9nmgJP+jOg4x2VvCZWTf+MibbnN87uozpVFlyqP75z3/qe9JQwc9Tp07VBok5c+Y0SqQMBoPB0Hp0GhIVioZKE8Qf0NVHeQ4fCGqVS3LmpEcJxoHSHWnSW2+9tZY66C6jBTwzMzMY+kmaNOB+yomkPe+yyy6qTlHWQRGjWw3y1RnSn3fccUdV8FDo3A3iSceX+5nyKPERDkRIQEi32mor6axYsWKFknZIZKTLmBAj9q833nhDoyYOPvhg2XLLLeXmm29W5ZQuSmJAjEgZDAZD+6NLaficQCitQbBo6XbghIPq5L/vww8/1KwjiBUqC6qVy0Ny5Tkew4kSvxWqE+UTSl4YzVFrKCeiejkTNo8hMJSAT7xDLsYhXlrKCTkNLVtCKllP7n5CHfEGocyREo9xGQLFid3Q/mD/oWxIhtqiRYvWaADAn4UyBa655hpZe+21o7SkBoPB0PkQ+2fuDiz5OeBp2nnnnYO/oyjxWLrKnEeKE9X06dP1ZwgQaeeM7IAcEVD43XffqUoDkWJ+H8/fZpttNN+KxwFM6Hhm3Gw+HkN5LJRAhZYi4wldcY4f5V72q9BQ0Y4oYzamJI0cOVJN5dOmTat3PxcBKKU0XDzzzDNxvW8ZDAZDrKFLkahwQdI2hmDMwg504lH2oxyIAkWHHuqVKwkS0En5j3IeoOSHD4uTljvxYV7npIYiBfBNcZLFU+SHn+i50mGs4rPPPtN5b6Fz/Dhp4w+DQHVmP5Qj1aTc+8uYqIv83lFlTPYlCBP/gltuuUX3G5L9aXpgH2O/g9xT4oPYYzx3+57BYDAY2o4uVc4LF67MhvrksM8++2i5BMKAyoKZmKRzlCZAyQ9vjCuXuMwo1IEbbrhBf4ZUUOLib6SvQ8aA80zNmjVLyRvlwX333Tf4ug6uDT1ePVWdGZQwySjDF8YMOjdIGOWxPcG2pzuS5H1KeNwwkZMMzz6Fb435ka7Eh/8PBQoyRVcp+63BYDAY2gdGohpAQyQFVQmTODfUpbfeeksjEjCrA9QWTppffPGFlrFQpSBElP122223oH+IlnOeQ9mPEy7eIQIpAY+ns891CWJQ32GHHVTtQuEJtw09dGSOoeNx6KGHyvLlyzWjCTP5mDFjdBZjqNm8tXDblBIhquhtt92mXjTmPhI7QdwGBnKM5MQcsCyUiRnkDfFGESS/y6IpDAaDoR0RZrK5YfUYjdDRGv5xGccdd5y39tpre9dff7134IEHegMGDPCuu+664GPuuOMOb5NNNvG++OILb9iwYd4PP/zg7b777jo+ZeXKlV5ubq730EMPeVVVVd7cuXN1BM2OO+7onXnmmfpal19+uVdYWNguy2uIP3z++efeLbfc4p177rnB7VpQUODddtttOr7liiuuWOM5s2bN8i688EIvJyfH+/rrr6Ow1AaDwdB5YUpUC+A3gId21HG1jxfoySeflFdeeUWVKX5miLEDrf487+qrr9YuNkqBJKITA4ACRSTCySefrI+lNIN/ZeDAgXLMMcdo1MIFF1ygA39Jmg4FpT6UKtQPyo50APoT1E2dij+DPrERTz31lP7OSCL2Kzx5GMXdtqQ8zD5DtATqJvuM86jxHDxTxHWgnLIPGQwGg6H9EIBJtePrGUJIlp+84FthJh+lH050dHXhYSERnfIf92MMpixIxg+lG4zbAC8LXhf+5rxUDb0fMQ2zZ89WQoWJnZLgYYcdVs/fZYh9QIbxNG2//fbB+yDblHxvvfVWJVdHH3108G/sF6Sk33vvvRrHAblywOTvwmANBoPB0H6w7rwOyqJyKpUjUChFtKGjLJHfg1eGEx/Gc7xVdHcxfw/gZ2GWn9+UjBmd4b6Y2YG/Vd2N/sDYjueKEzCdg7zeww8/rCTqzz//rLecjAZBGXPPN8QW8NFBoMh5csojCfmnnXaa5pXxr4vOcH477mOOIwTKP2rICJTBYDB0DIxEtTMgTQ0FZ6IMYQCG5LiyCrlTlFwgMShPnAiBm8vHaBoHzMqU+Fykgv89HKGiawtyNnz4cBkyZIgOoeVES/cfr48i4UAkAyNwKBlZmS/68BNZPwEis+zNN98MdmuSacZ+BBHnX0zkDpRviecA8RDeajAYDPEOO9JGEJwc/SSLVvh33nlH83sI9gR089GKjpeKUTLu5Prll1/q31wOlZ/4uJ8p8ey6667qs3Lvx+w/yBRkyZ9jxHsT/kkXmSH6YBtSsqW7jv2Df2+//XbdD0i+h1i7bQ+RgkShSDH0mP3HYDAYDJGHkagIoiF1gLINA40dUI1++eWXoPLgQNAnj6OtPRSY2jEUQ5QIAXWGct4PIuVG15BDBfBaoWrR7u4vC/LYxhKt/eqIof0BWSaOgKYD1EOywvLy8oLJ9wy+RrmcMGGCbgtiMhgpdO2115ph3GAwGKIEI1FRRqgfqXv37lpqQ2kALhuIdPOGuvJCS3mhyhJEiteAZDmzMaoGJ+Zvv/02mI7ufFXud0ea3PJZeahjwTai5ErZFnLEUGcX0gogShApfGxkh6FaoV5edNFF2uVp41wMBoMh8rAzY5QR6kdypMU/+oUuLfwvoeqUH5TymOPnwh15HXdixVPD+2BsBxMnTtSSkBtJwskZEzrlImIZ8Gk50oR6hQ/LdQkaOg4QWxRD4jHo1vzggw/q/R11im1FbAGmc7axC2BtaCakwWAwGDoWFnHQCYD5mDTqN954Q/bcc896f2PYMT4piNiLL76oJ1sM6xAqykb4r1A+uBGDQNmQbq6nn35ay4L4cWilp2OQ+10elaF9EJrfRTwBJV0yn/DEEVFBidYBhZBB12wHOjoNBoPBED3Y2TAO4HhuY110n3/+uZ5cMSITg0AYI+UeQjcZbsxokP/+97+qUqEoTZ06Va655hp9Lj/TpYe3hu5A5rDxehCld999V0NBs7OztZzIIFsXsRAa52Adfi0HSiGkFkIE2YWkjh49WtcnpTzGu5Arxjrea6+9lPQSYcDIF9a3BagaDAZDdGFKVJzDnUhRMOjSItWa++jKwz/D3y6++GJVmijTQbQ4MdOZB8ipYrjyJptsoo9j7h9EjATsBQsWyM4776zeG7w6lJgoG1IG5GdLRG87gcI8fsopp2iOF4n1KInkg6EKQn4vv/xyjaYYMGCAklqIFH4pg8FgMEQfRqI6ITCmYx4nnBHvEwoHBGf+/PmqLBH4SfK1Awnnt9xyi/79/PPPD6Zkv/7663Lsscdq+QgiRUmPlHWIFwrX3LlzVSHhNUld9xOp5tSzrgy3nlCfKMmhPrGe8UARQ8E6ZZAx5TzIMWVats0BBxyg3ZxGWA0Gg0FiAv8PDXJvTNedc6oAAAAASUVORK5CYII=", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# NOTE: The parameterization and plotting are split in two blocks since the ORBIT model takes\n", "# some time to run.\n", @@ -1171,25 +1061,17 @@ }, { "cell_type": "code", - "execution_count": 12, - "id": "0fe5decb", + "execution_count": null, + "id": "13d03978", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'floating': '54571434.2 * floating_cable_depth**2 + 45993.5 * floating_cable_depth * touchdown_distance + -15220.9 * touchdown_distance**2 + -190.8 * floating_cable_depth + -406.1 * touchdown_distance + 136.2'}\n" - ] - } - ], + "outputs": [], "source": [ "cost_touchdown_cabledepth.export(example_dir / \"configs/array_system.yaml\", \"floating\")" ] }, { "cell_type": "markdown", - "id": "605a3876", + "id": "4f9135fa", "metadata": {}, "source": [ "## Export System\n", @@ -1204,29 +1086,10 @@ }, { "cell_type": "code", - "execution_count": 13, - "id": "001cc1c9", + "execution_count": null, + "id": "a2bd9273", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'floating_hvac': '3001.8 * depth + 3001804.0 * dist_s_to_l + 9005412.0'}\n", - "{'floating_hvdc': '900.0 * depth + 900000.0 * dist_s_to_l + 2700000.0'}\n" - ] - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "design_phase = \"ExportSystemDesign\"\n", "results = {\n", @@ -1298,7 +1161,7 @@ }, { "cell_type": "markdown", - "id": "386f6bf8", + "id": "090783af", "metadata": {}, "source": [ "## Offshore Floating Substation\n", @@ -1309,28 +1172,10 @@ }, { "cell_type": "code", - "execution_count": 14, - "id": "b21d0fe1", + "execution_count": null, + "id": "9273dc8a", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'oss_substructure': '0.0 * depth + 1820400.0'}\n" - ] - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "cost_function = CostFunction(\n", " config={\"design_phases\": [\"OffshoreFloatingSubstationDesign\"]},\n", diff --git a/examples/custom_array.ipynb b/examples/custom_array.ipynb index 9ac95ea4..ad919185 100644 --- a/examples/custom_array.ipynb +++ b/examples/custom_array.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e541a532", + "id": "14a2643b", "metadata": {}, "source": [ "(custom-array-layou)=\n", @@ -23,18 +23,10 @@ }, { "cell_type": "code", - "execution_count": 1, - "id": "fa469398", + "execution_count": null, + "id": "21956c80", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n" - ] - } - ], + "outputs": [], "source": [ "from copy import deepcopy\n", "from pprint import pprint\n", @@ -58,7 +50,7 @@ }, { "cell_type": "markdown", - "id": "0f844cce", + "id": "11b1dcc6", "metadata": {}, "source": [ "## Contents\n", @@ -89,24 +81,10 @@ }, { "cell_type": "code", - "execution_count": 2, - "id": "a422d2fe", + "execution_count": null, + "id": "2ff42222", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'array_system_design': {'cables': ['XLPE_400mm_33kV',\n", - " 'XLPE_630mm_33kV',\n", - " 'XLPE_630mm_220kV'],\n", - " 'location_data': 'dudgeon_array'},\n", - " 'plant': {'layout': 'custom', 'num_turbines': 67},\n", - " 'site': {'depth': 20},\n", - " 'turbine': 'SWT_6MW_154m_110m'}\n" - ] - } - ], + "outputs": [], "source": [ "config = library.extract_library_specs(\"config\", \"example_custom_array_simple\")\n", "pprint(config)" @@ -114,7 +92,7 @@ }, { "cell_type": "markdown", - "id": "56ac3445", + "id": "0d965964", "metadata": {}, "source": [ "### Key Differences In A Custom Layout Configuration\n", @@ -134,96 +112,10 @@ }, { "cell_type": "code", - "execution_count": 3, - "id": "2dc8c3db", + "execution_count": null, + "id": "0a71224c", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{\n", - " \"array_system_design\": {\n", - " \"cables\": {\n", - " \"XLPE_400mm_33kV\": {\n", - " \"ac_resistance\": 0.06,\n", - " \"capacitance\": 225,\n", - " \"conductor_size\": 400,\n", - " \"cost_per_km\": 364352,\n", - " \"current_capacity\": 600,\n", - " \"inductance\": 0.375,\n", - " \"linear_density\": 35,\n", - " \"name\": \"XLPE_400mm_33kV\",\n", - " \"rated_voltage\": 33\n", - " },\n", - " \"XLPE_630mm_220kV\": {\n", - " \"ac_resistance\": 0.25,\n", - " \"cable_type\": \"HVAC\",\n", - " \"capacitance\": 160,\n", - " \"conductor_size\": 630,\n", - " \"cost_per_km\": 853557,\n", - " \"current_capacity\": 715,\n", - " \"inductance\": 0.41,\n", - " \"linear_density\": 96,\n", - " \"name\": \"XLPE_630mm_220kV\",\n", - " \"rated_voltage\": 220\n", - " },\n", - " \"XLPE_630mm_33kV\": {\n", - " \"ac_resistance\": 0.04,\n", - " \"cable_type\": \"HVAC\",\n", - " \"capacitance\": 300,\n", - " \"conductor_size\": 630,\n", - " \"cost_per_km\": 546528,\n", - " \"current_capacity\": 700,\n", - " \"inductance\": 0.35,\n", - " \"linear_density\": 42.5,\n", - " \"name\": \"XLPE_630mm_33kV\",\n", - " \"rated_voltage\": 33\n", - " }\n", - " },\n", - " \"location_data\": \"dudgeon_array\"\n", - " },\n", - " \"plant\": {\n", - " \"layout\": \"custom\",\n", - " \"num_turbines\": 67\n", - " },\n", - " \"site\": {\n", - " \"depth\": 20\n", - " },\n", - " \"turbine\": {\n", - " \"blade\": {\n", - " \"deck_space\": 100,\n", - " \"length\": 75,\n", - " \"mass\": 100\n", - " },\n", - " \"hub_height\": 110,\n", - " \"nacelle\": {\n", - " \"deck_space\": 200,\n", - " \"mass\": 360\n", - " },\n", - " \"name\": \"SWT-6MW-154\",\n", - " \"rated_windspeed\": 13,\n", - " \"rotor_diameter\": 154,\n", - " \"tower\": {\n", - " \"deck_space\": 36,\n", - " \"length\": 110,\n", - " \"mass\": 150,\n", - " \"sections\": 2\n", - " },\n", - " \"turbine_rating\": 6\n", - " }\n", - "}\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "UserWarning: /Users/rhammond/GitHub_Public/ORBIT/ORBIT/phases/design/array_system_design.py:1103\n", - "Missing data in columns ['cable_length', 'bury_speed']; all values will be calculated.\n" - ] - } - ], + "outputs": [], "source": [ "array = CustomArraySystemDesign(config)\n", "array.run()\n", @@ -232,7 +124,7 @@ }, { "cell_type": "markdown", - "id": "d28eac28", + "id": "8defaef7", "metadata": {}, "source": [ "### Custom Array Layout CSV Explanation\n", @@ -264,215 +156,10 @@ }, { "cell_type": "code", - "execution_count": 4, - "id": "6403ae5e", + "execution_count": null, + "id": "cc177e5e", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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60DAG_L3DOW_OSSDAG_L31.37825053.23491711.02.00.00.0
61DAH_L4DOW_OSSDAH_L41.38800053.23040011.03.00.00.0
62DAJ_L5DOW_OSSDAJ_L51.39775053.22588311.04.00.00.0
0DOW_OSSDOW_OSSDOW_OSS1.37876753.264800
\n", - "

68 rows \u00d7 9 columns

\n", - "
" - ], - "text/plain": [ - " id substation_id name Longitude Latitude String Order \\\n", - "1 DAE_A1 DOW_OSS DAE_A1 1.358783 53.243950 0.0 0.0 \n", - "2 DAD_A2 DOW_OSS DAD_A2 1.349033 53.248467 0.0 1.0 \n", - "3 DAC_A3 DOW_OSS DAC_A3 1.339283 53.252983 0.0 2.0 \n", - "4 DAB_A4 DOW_OSS DAB_A4 1.329550 53.257500 0.0 3.0 \n", - "5 DAA_A5 DOW_OSS DAA_A5 1.319800 53.262017 0.0 4.0 \n", - ".. ... ... ... ... ... ... ... \n", - "59 DAF_L2 DOW_OSS DAF_L2 1.368533 53.239433 11.0 1.0 \n", - "60 DAG_L3 DOW_OSS DAG_L3 1.378250 53.234917 11.0 2.0 \n", - "61 DAH_L4 DOW_OSS DAH_L4 1.388000 53.230400 11.0 3.0 \n", - "62 DAJ_L5 DOW_OSS DAJ_L5 1.397750 53.225883 11.0 4.0 \n", - "0 DOW_OSS DOW_OSS DOW_OSS 1.378767 53.264800 \n", - "\n", - " cable_length bury_speed \n", - "1 0.0 0.0 \n", - "2 0.0 0.0 \n", - "3 0.0 0.0 \n", - "4 0.0 0.0 \n", - "5 0.0 0.0 \n", - ".. ... ... \n", - "59 0.0 0.0 \n", - "60 0.0 0.0 \n", - "61 0.0 0.0 \n", - "62 0.0 0.0 \n", - "0 \n", - "\n", - "[68 rows x 9 columns]" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "df = pd.read_csv(library_path / \"cables/dudgeon_array.csv\").fillna(\"\")\n", "df.sort_values(by=[\"String\", \"Order\"])" @@ -480,7 +167,7 @@ }, { "cell_type": "markdown", - "id": "cbdbfc2f", + "id": "9bad743b", "metadata": {}, "source": [ "(case_1)=\n", @@ -497,32 +184,10 @@ }, { "cell_type": "code", - "execution_count": 5, - "id": "8f415889", + "execution_count": null, + "id": "602f2224", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'array_system_design': {'cables': ['XLPE_400mm_33kV', 'XLPE_630mm_33kV'],\n", - " 'location_data': 'dudgeon_array_no_data'},\n", - " 'plant': {'layout': 'custom', 'num_turbines': 67},\n", - " 'site': {'depth': 20},\n", - " 'turbine': 'SWT_6MW_154m_110m'}\n", - "+--------------------------------+\n", - "| PROJECT SPECIFICATIONS |\n", - "+---------------------------+----+\n", - "| N turbines full string | 5 |\n", - "| N full strings | 13 |\n", - "| N turbines partial string | 2 |\n", - "| N partial strings | 1 |\n", - "+---------------------------+----+\n", - "Saving custom array to: /project/plant/dudgeon_array_no_data.csv\n", - "Save complete!\n" - ] - } - ], + "outputs": [], "source": [ "config = library.extract_library_specs(\"config\", \"example_custom_array_no_data\")\n", "pprint(config)\n", @@ -534,7 +199,7 @@ }, { "cell_type": "markdown", - "id": "f5bb3a7a", + "id": "364fab51", "metadata": {}, "source": [ "There are a few items worth noting in the layout:\n", @@ -549,8 +214,8 @@ }, { "cell_type": "code", - "execution_count": 6, - "id": "eb3cbb4c", + "execution_count": null, + "id": "aec2edfb", "metadata": {}, "outputs": [], "source": [ @@ -563,7 +228,7 @@ }, { "cell_type": "markdown", - "id": "43e37da3", + "id": "02ff9e7a", "metadata": {}, "source": [ "(case_2)=\n", @@ -580,24 +245,10 @@ }, { "cell_type": "code", - "execution_count": 7, - "id": "28696981", + "execution_count": null, + "id": "e33b002e", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'array_system_design': {'cables': ['XLPE_400mm_33kV',\n", - " 'XLPE_630mm_33kV',\n", - " 'XLPE_630mm_220kV'],\n", - " 'location_data': 'dudgeon_array'},\n", - " 'plant': {'layout': 'custom', 'num_turbines': 67},\n", - " 'site': {'depth': 20},\n", - " 'turbine': 'SWT_6MW_154m_110m'}\n" - ] - } - ], + "outputs": [], "source": [ "config = library.extract_library_specs(\"config\", \"example_custom_array_simple\")\n", "pprint(config)" @@ -605,7 +256,7 @@ }, { "cell_type": "markdown", - "id": "538e5259", + "id": "d3303d1f", "metadata": {}, "source": [ "The below figure demonstrates the meaning of the straight-line distance between two points." @@ -613,29 +264,10 @@ }, { "cell_type": "code", - "execution_count": 8, - "id": "f8143bda", + "execution_count": null, + "id": "475933d0", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "UserWarning: /Users/rhammond/GitHub_Public/ORBIT/ORBIT/phases/design/array_system_design.py:1103\n", - "Missing data in columns ['cable_length', 'bury_speed']; all values will be calculated.\n" - ] - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "array = CustomArraySystemDesign(config)\n", "array.run()\n", @@ -644,7 +276,7 @@ }, { "cell_type": "markdown", - "id": "2def183e", + "id": "bbaf1dca", "metadata": {}, "source": [ "Here the cable length and bury speed are still set to 0 to indicate that they are unknown, which\n", @@ -654,271 +286,17 @@ }, { "cell_type": "code", - "execution_count": 9, - "id": "c3ae60e1", + "execution_count": null, + "id": "fccc6ff2", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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idsubstation_idsubstation_namesubstation_latitudesubstation_longitudeturbine_nameturbine_latitudeturbine_longitudestringordercable_lengthbury_speed
0DAE_A1DOW_OSSDOW_OSS53.26481.378767DAE_A153.2439501.358783000.00.0
1DAD_A2DOW_OSSDOW_OSS53.26481.378767DAD_A253.2484671.349033010.00.0
2DAC_A3DOW_OSSDOW_OSS53.26481.378767DAC_A353.2529831.339283020.00.0
3DAB_A4DOW_OSSDOW_OSS53.26481.378767DAB_A453.2575001.329550030.00.0
4DAA_A5DOW_OSSDOW_OSS53.26481.378767DAA_A553.2620171.319800040.00.0
.......................................
57DCE_L1DOW_OSSDOW_OSS53.26481.378767DCE_L153.2517831.3688331100.00.0
58DAF_L2DOW_OSSDOW_OSS53.26481.378767DAF_L253.2394331.3685331110.00.0
59DAG_L3DOW_OSSDOW_OSS53.26481.378767DAG_L353.2349171.3782501120.00.0
60DAH_L4DOW_OSSDOW_OSS53.26481.378767DAH_L453.2304001.3880001130.00.0
61DAJ_L5DOW_OSSDOW_OSS53.26481.378767DAJ_L553.2258831.3977501140.00.0
\n", - "

67 rows \u00d7 12 columns

\n", - "
" - ], - "text/plain": [ - " id substation_id substation_name substation_latitude \\\n", - "0 DAE_A1 DOW_OSS DOW_OSS 53.2648 \n", - "1 DAD_A2 DOW_OSS DOW_OSS 53.2648 \n", - "2 DAC_A3 DOW_OSS DOW_OSS 53.2648 \n", - "3 DAB_A4 DOW_OSS DOW_OSS 53.2648 \n", - "4 DAA_A5 DOW_OSS DOW_OSS 53.2648 \n", - ".. ... ... ... ... \n", - "57 DCE_L1 DOW_OSS DOW_OSS 53.2648 \n", - "58 DAF_L2 DOW_OSS DOW_OSS 53.2648 \n", - "59 DAG_L3 DOW_OSS DOW_OSS 53.2648 \n", - "60 DAH_L4 DOW_OSS DOW_OSS 53.2648 \n", - "61 DAJ_L5 DOW_OSS DOW_OSS 53.2648 \n", - "\n", - " substation_longitude turbine_name turbine_latitude turbine_longitude \\\n", - "0 1.378767 DAE_A1 53.243950 1.358783 \n", - "1 1.378767 DAD_A2 53.248467 1.349033 \n", - "2 1.378767 DAC_A3 53.252983 1.339283 \n", - "3 1.378767 DAB_A4 53.257500 1.329550 \n", - "4 1.378767 DAA_A5 53.262017 1.319800 \n", - ".. ... ... ... ... \n", - "57 1.378767 DCE_L1 53.251783 1.368833 \n", - "58 1.378767 DAF_L2 53.239433 1.368533 \n", - "59 1.378767 DAG_L3 53.234917 1.378250 \n", - "60 1.378767 DAH_L4 53.230400 1.388000 \n", - "61 1.378767 DAJ_L5 53.225883 1.397750 \n", - "\n", - " string order cable_length bury_speed \n", - "0 0 0 0.0 0.0 \n", - "1 0 1 0.0 0.0 \n", - "2 0 2 0.0 0.0 \n", - "3 0 3 0.0 0.0 \n", - "4 0 4 0.0 0.0 \n", - ".. ... ... ... ... \n", - "57 11 0 0.0 0.0 \n", - "58 11 1 0.0 0.0 \n", - "59 11 2 0.0 0.0 \n", - "60 11 3 0.0 0.0 \n", - "61 11 4 0.0 0.0 \n", - "\n", - "[67 rows x 12 columns]" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "array.location_data" ] }, { "cell_type": "markdown", - "id": "90441a85", + "id": "62579d25", "metadata": {}, "source": [ "For later comparison, we'll show the cabling costs for the straight-line cabling assumption." @@ -926,22 +304,10 @@ }, { "cell_type": "code", - "execution_count": 10, - "id": "34fcb6e3", + "execution_count": null, + "id": "3966c10e", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Cable Type | Cost in USD\n", - "XLPE_400mm_33kV | $ 18,701,160.61\n", - "XLPE_630mm_33kV | $ 8,144,423.11\n", - "XLPE_630mm_220kV| $ 10,361,949.24\n", - "Total | $ 37,207,532.97\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"{'Cable Type':<16}| {'Cost in USD':>15}\")\n", "for cable, cost in array.cost_by_type.items():\n", @@ -952,7 +318,7 @@ }, { "cell_type": "markdown", - "id": "9ea8a462", + "id": "765d999f", "metadata": {}, "source": [ "(case_3)=\n", @@ -976,215 +342,10 @@ }, { "cell_type": "code", - "execution_count": 11, - "id": "18d35d82", + "execution_count": null, + "id": "70e77918", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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idsubstation_idnamelongitudelatitudestringordercable_lengthbury_speed
0DOW_OSSDOW_OSSDOW_OSS16.22990935.769173
1DAE_A1DOW_OSSDAE_A114.89084533.4507590.00.00.00.0
2DAD_A2DOW_OSSDAD_A214.23752833.9530260.01.00.00.0
3DAC_A3DOW_OSSDAC_A313.58421134.4551820.02.00.00.0
4DAB_A4DOW_OSSDAB_A412.93203434.9574500.03.00.00.0
..............................
63DCE_L1DOW_OSSDCE_L115.56426334.32174911.00.00.00.0
64DAF_L2DOW_OSSDAF_L215.54416132.94849111.01.00.00.0
65DAG_L3DOW_OSSDAG_L316.19526632.44633511.02.00.00.0
66DAH_L4DOW_OSSDAH_L416.84858331.94406711.03.00.00.0
67DAJ_L5DOW_OSSDAJ_L517.50189931.44180011.04.00.00.0
\n", - "

68 rows \u00d7 9 columns

\n", - "
" - ], - "text/plain": [ - " id substation_id name longitude latitude string order \\\n", - "0 DOW_OSS DOW_OSS DOW_OSS 16.229909 35.769173 \n", - "1 DAE_A1 DOW_OSS DAE_A1 14.890845 33.450759 0.0 0.0 \n", - "2 DAD_A2 DOW_OSS DAD_A2 14.237528 33.953026 0.0 1.0 \n", - "3 DAC_A3 DOW_OSS DAC_A3 13.584211 34.455182 0.0 2.0 \n", - "4 DAB_A4 DOW_OSS DAB_A4 12.932034 34.957450 0.0 3.0 \n", - ".. ... ... ... ... ... ... ... \n", - "63 DCE_L1 DOW_OSS DCE_L1 15.564263 34.321749 11.0 0.0 \n", - "64 DAF_L2 DOW_OSS DAF_L2 15.544161 32.948491 11.0 1.0 \n", - "65 DAG_L3 DOW_OSS DAG_L3 16.195266 32.446335 11.0 2.0 \n", - "66 DAH_L4 DOW_OSS DAH_L4 16.848583 31.944067 11.0 3.0 \n", - "67 DAJ_L5 DOW_OSS DAJ_L5 17.501899 31.441800 11.0 4.0 \n", - "\n", - " cable_length bury_speed \n", - "0 \n", - "1 0.0 0.0 \n", - "2 0.0 0.0 \n", - "3 0.0 0.0 \n", - "4 0.0 0.0 \n", - ".. ... ... \n", - "63 0.0 0.0 \n", - "64 0.0 0.0 \n", - "65 0.0 0.0 \n", - "66 0.0 0.0 \n", - "67 0.0 0.0 \n", - "\n", - "[68 rows x 9 columns]" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "df = pd.read_csv(library_path / \"cables/dudgeon_distance_based.csv\", index_col=False).fillna(\"\")\n", "df" @@ -1192,7 +353,7 @@ }, { "cell_type": "markdown", - "id": "00c8fc6c", + "id": "40919fff", "metadata": {}, "source": [ "Using the distance-based location data requires us to set `distance` to True in the\n", @@ -1202,25 +363,10 @@ }, { "cell_type": "code", - "execution_count": 12, - "id": "cbe4eae3", + "execution_count": null, + "id": "7acc0dda", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'array_system_design': {'cables': ['XLPE_400mm_33kV',\n", - " 'XLPE_630mm_33kV',\n", - " 'XLPE_630mm_220kV'],\n", - " 'distance': True,\n", - " 'location_data': 'dudgeon_distance_based'},\n", - " 'plant': {'layout': 'custom', 'num_turbines': 67},\n", - " 'site': {'depth': 20},\n", - " 'turbine': 'SWT_6MW_154m_110m'}\n" - ] - } - ], + "outputs": [], "source": [ "config = library.extract_library_specs(\"config\", \"example_custom_array_simple_distance_based\")\n", "pprint(config)" @@ -1228,7 +374,7 @@ }, { "cell_type": "markdown", - "id": "1bf0ad5d", + "id": "82f49925", "metadata": {}, "source": [ "Alternatively, we can set the `distance=True` when calling the `CustomArraySystemDesign`, however\n", @@ -1240,29 +386,10 @@ }, { "cell_type": "code", - "execution_count": 13, - "id": "cd9fd25f", + "execution_count": null, + "id": "8080379b", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "UserWarning: /Users/rhammond/GitHub_Public/ORBIT/ORBIT/phases/design/array_system_design.py:1103\n", - "Missing data in columns ['cable_length', 'bury_speed']; all values will be calculated.\n" - ] - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "array_distance = CustomArraySystemDesign(config, distance=True)\n", "array_distance.run()\n", @@ -1271,7 +398,7 @@ }, { "cell_type": "markdown", - "id": "c35aee4e", + "id": "b1a7839d", "metadata": {}, "source": [ "Overall, the cabling cost is highly similar, with the difference being attributed to the method\n", @@ -1280,22 +407,10 @@ }, { "cell_type": "code", - "execution_count": 14, - "id": "4b1df5c6", + "execution_count": null, + "id": "a68620b8", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Cable Type | Cost in USD (lat,lon) | Cost in USD (dist_lat,dist_lon)\n", - "XLPE_400mm_33kV | $ 18,701,160.61 | $ 18,756,091.16\n", - "XLPE_630mm_33kV | $ 8,144,423.11 | $ 8,166,522.03\n", - "XLPE_630mm_220kV | $ 10,361,949.24 | $ 10,392,923.05\n", - "Total | $ 37,207,532.97 | $ 37,315,536.24\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"{'Cable Type':<16} | {'Cost in USD (lat,lon)':>20} | {'Cost in USD (dist_lat,dist_lon)':>15}\")\n", "for (cable1, cost1), (cable2, cost2) in zip(array.cost_by_type.items(), array_distance.cost_by_type.items()):\n", @@ -1306,7 +421,7 @@ }, { "cell_type": "markdown", - "id": "fa1c47fe", + "id": "5a169b19", "metadata": {}, "source": [ "(case_4)=\n", @@ -1327,33 +442,10 @@ }, { "cell_type": "code", - "execution_count": 15, - "id": "54c2058f", + "execution_count": null, + "id": "e2154a09", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'array_system_design': {'average_exclusion_percent': 0.05,\n", - " 'cables': ['XLPE_400mm_33kV',\n", - " 'XLPE_630mm_33kV',\n", - " 'XLPE_630mm_220kV'],\n", - " 'location_data': 'dudgeon_array'},\n", - " 'plant': {'layout': 'custom', 'num_turbines': 67},\n", - " 'site': {'depth': 20},\n", - " 'turbine': 'SWT_6MW_154m_110m'}\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "UserWarning: /Users/rhammond/GitHub_Public/ORBIT/ORBIT/phases/design/array_system_design.py:1103\n", - "Missing data in columns ['cable_length', 'bury_speed']; all values will be calculated.\n" - ] - } - ], + "outputs": [], "source": [ "config = library.extract_library_specs(\"config\", \"example_custom_array_exclusions\")\n", "pprint(config)\n", @@ -1364,22 +456,10 @@ }, { "cell_type": "code", - "execution_count": 16, - "id": "9b913032", + "execution_count": null, + "id": "58a0c327", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Cable Type | Cost in USD\n", - "XLPE_400mm_33kV | $ 19,601,240.84\n", - "XLPE_630mm_33kV | $ 8,538,527.60\n", - "XLPE_630mm_220kV| $ 10,868,096.91\n", - "Total | $ 39,007,865.35\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"{'Cable Type':<16}| {'Cost in USD':>15}\")\n", "for cable, cost in array_exclusion.cost_by_type.items():\n", @@ -1390,7 +470,7 @@ }, { "cell_type": "markdown", - "id": "b3359019", + "id": "f9eded52", "metadata": {}, "source": [ "(case_5)=\n", @@ -1413,24 +493,10 @@ }, { "cell_type": "code", - "execution_count": 17, - "id": "99692e9e", + "execution_count": null, + "id": "91206d3e", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'array_system_design': {'cables': ['XLPE_400mm_33kV',\n", - " 'XLPE_630mm_33kV',\n", - " 'XLPE_630mm_220kV'],\n", - " 'location_data': 'dudgeon_custom'},\n", - " 'plant': {'layout': 'custom', 'num_turbines': 67},\n", - " 'site': {'depth': 20},\n", - " 'turbine': 'SWT_6MW_154m_110m'}\n" - ] - } - ], + "outputs": [], "source": [ "config = library.extract_library_specs(\"config\", \"example_custom_array_custom\")\n", "pprint(config)\n", @@ -1441,7 +507,7 @@ }, { "cell_type": "markdown", - "id": "80855aa9", + "id": "454913cb", "metadata": {}, "source": [ "Note that there are now cable lengths defined as well as burial speeds for the installation phase." @@ -1449,271 +515,17 @@ }, { "cell_type": "code", - "execution_count": 18, - "id": "226780a2", + "execution_count": null, + "id": "56074406", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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idsubstation_idsubstation_namesubstation_latitudesubstation_longitudeturbine_nameturbine_latitudeturbine_longitudestringordercable_lengthbury_speed
0DAE_A1DOW_OSSDOW_OSS53.26481.378767DAE_A153.2439501.358783003.1352790.50
1DAD_A2DOW_OSSDOW_OSS53.26481.378767DAD_A253.2484671.349033010.9938600.50
2DAC_A3DOW_OSSDOW_OSS53.26481.378767DAC_A353.2529831.339283020.9937190.50
3DAB_A4DOW_OSSDOW_OSS53.26481.378767DAB_A453.2575001.329550030.9926990.50
4DAA_A5DOW_OSSDOW_OSS53.26481.378767DAA_A553.2620171.319800040.9936730.50
.......................................
62DCE_L1DOW_OSSDOW_OSS53.26481.378767DCE_L153.2517831.3688331101.7128220.05
63DAF_L2DOW_OSSDOW_OSS53.26481.378767DAF_L253.2394331.3685331111.4833180.05
64DAG_L3DOW_OSSDOW_OSS53.26481.378767DAG_L353.2349171.3782501120.9017210.05
65DAH_L4DOW_OSSDOW_OSS53.26481.378767DAH_L453.2304001.3880001130.9036790.05
66DAJ_L5DOW_OSSDOW_OSS53.26481.378767DAJ_L553.2258831.3977501140.9037360.05
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67 rows \u00d7 12 columns

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" - ], - "text/plain": [ - " id substation_id substation_name substation_latitude \\\n", - "0 DAE_A1 DOW_OSS DOW_OSS 53.2648 \n", - "1 DAD_A2 DOW_OSS DOW_OSS 53.2648 \n", - "2 DAC_A3 DOW_OSS DOW_OSS 53.2648 \n", - "3 DAB_A4 DOW_OSS DOW_OSS 53.2648 \n", - "4 DAA_A5 DOW_OSS DOW_OSS 53.2648 \n", - ".. ... ... ... ... \n", - "62 DCE_L1 DOW_OSS DOW_OSS 53.2648 \n", - "63 DAF_L2 DOW_OSS DOW_OSS 53.2648 \n", - "64 DAG_L3 DOW_OSS DOW_OSS 53.2648 \n", - "65 DAH_L4 DOW_OSS DOW_OSS 53.2648 \n", - "66 DAJ_L5 DOW_OSS DOW_OSS 53.2648 \n", - "\n", - " substation_longitude turbine_name turbine_latitude turbine_longitude \\\n", - "0 1.378767 DAE_A1 53.243950 1.358783 \n", - "1 1.378767 DAD_A2 53.248467 1.349033 \n", - "2 1.378767 DAC_A3 53.252983 1.339283 \n", - "3 1.378767 DAB_A4 53.257500 1.329550 \n", - "4 1.378767 DAA_A5 53.262017 1.319800 \n", - ".. ... ... ... ... \n", - "62 1.378767 DCE_L1 53.251783 1.368833 \n", - "63 1.378767 DAF_L2 53.239433 1.368533 \n", - "64 1.378767 DAG_L3 53.234917 1.378250 \n", - "65 1.378767 DAH_L4 53.230400 1.388000 \n", - "66 1.378767 DAJ_L5 53.225883 1.397750 \n", - "\n", - " string order cable_length bury_speed \n", - "0 0 0 3.135279 0.50 \n", - "1 0 1 0.993860 0.50 \n", - "2 0 2 0.993719 0.50 \n", - "3 0 3 0.992699 0.50 \n", - "4 0 4 0.993673 0.50 \n", - ".. ... ... ... ... \n", - "62 11 0 1.712822 0.05 \n", - "63 11 1 1.483318 0.05 \n", - "64 11 2 0.901721 0.05 \n", - "65 11 3 0.903679 0.05 \n", - "66 11 4 0.903736 0.05 \n", - "\n", - "[67 rows x 12 columns]" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "array_custom.location_data" ] }, { "cell_type": "markdown", - "id": "39a60a6f", + "id": "2908a1a4", "metadata": {}, "source": [ "Once again, the cabling costs have increased." @@ -1721,22 +533,10 @@ }, { "cell_type": "code", - "execution_count": 19, - "id": "183c4238", + "execution_count": null, + "id": "2aeef7e8", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Cable Type | Cost in USD\n", - "XLPE_400mm_33kV | $ 20,841,928.36\n", - "XLPE_630mm_33kV | $ 9,307,325.71\n", - "XLPE_630mm_220kV| $ 10,158,477.79\n", - "Total | $ 40,307,731.86\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"{'Cable Type':<16}| {'Cost in USD':>15}\")\n", "for cable, cost in array_custom.cost_by_type.items():\n", @@ -1747,7 +547,7 @@ }, { "cell_type": "markdown", - "id": "544a6da6", + "id": "4deee4e2", "metadata": {}, "source": [ "(running)=\n", @@ -1765,8 +565,8 @@ }, { "cell_type": "code", - "execution_count": 20, - "id": "41c4b63d", + "execution_count": null, + "id": "9ddef186", "metadata": {}, "outputs": [], "source": [ @@ -1792,7 +592,7 @@ }, { "cell_type": "markdown", - "id": "ebf2cb14", + "id": "3342988d", "metadata": {}, "source": [ "### Run And Inspect The Simulation Results\n", @@ -1804,22 +604,10 @@ }, { "cell_type": "code", - "execution_count": 21, - "id": "d27abe54", + "execution_count": null, + "id": "c20fdb9a", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Simulation | Cost (in USD) | Time (in hours)\n", - "straight-line distance | $24,594,075.16 | 2,372\n", - "distance-based coordinates | $24,605,520.50 | 2,373\n", - "with exclusions | $24,784,480.17 | 2,391\n", - "custom | $31,792,520.58 | 3,088\n" - ] - } - ], + "outputs": [], "source": [ "names = (\"straight-line distance\", \"distance-based coordinates\", \"with exclusions\", \"custom\")\n", "simulations = (sim2, sim3, sim4, sim5)\n", @@ -1834,7 +622,7 @@ }, { "cell_type": "markdown", - "id": "8a86ba2f", + "id": "a8a9e704", "metadata": {}, "source": [ "(project_manager)=\n", @@ -1848,59 +636,10 @@ }, { "cell_type": "code", - "execution_count": 22, - "id": "3af73985", + "execution_count": null, + "id": "48b6fa78", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'design_phases': ['CustomArraySystemDesign'],\n", - " 'install_phases': ['ArrayCableInstallation'],\n", - " 'plant': {'layout': 'custom', 'num_turbines': 67},\n", - " 'port': {'monthly_rate': 10000},\n", - " 'site': {'depth': 20, 'distance': 50},\n", - " 'turbine': 'SWT_6MW_154m_110m',\n", - " 'array_system_design': {'cables': ['XLPE_400mm_33kV',\n", - " 'XLPE_630mm_33kV',\n", - " 'XLPE_630mm_220kV'],\n", - " 'location_data': id substation_id name latitude longitude string order \\\n", - " 0 DOW_OSS DOW_OSS DOW_OSS 53.264800 1.378767 NaN NaN \n", - " 1 DAE_A1 DOW_OSS DAE_A1 53.243950 1.358783 0.0 0.0 \n", - " 2 DAD_A2 DOW_OSS DAD_A2 53.248467 1.349033 0.0 1.0 \n", - " 3 DAC_A3 DOW_OSS DAC_A3 53.252983 1.339283 0.0 2.0 \n", - " 4 DAB_A4 DOW_OSS DAB_A4 53.257500 1.329550 0.0 3.0 \n", - " .. ... ... ... ... ... ... ... \n", - " 63 DCE_L1 DOW_OSS DCE_L1 53.251783 1.368833 11.0 0.0 \n", - " 64 DAF_L2 DOW_OSS DAF_L2 53.239433 1.368533 11.0 1.0 \n", - " 65 DAG_L3 DOW_OSS DAG_L3 53.234917 1.378250 11.0 2.0 \n", - " 66 DAH_L4 DOW_OSS DAH_L4 53.230400 1.388000 11.0 3.0 \n", - " 67 DAJ_L5 DOW_OSS DAJ_L5 53.225883 1.397750 11.0 4.0 \n", - " \n", - " cable_length bury_speed \n", - " 0 NaN NaN \n", - " 1 3.135279 0.50 \n", - " 2 0.993860 0.50 \n", - " 3 0.993719 0.50 \n", - " 4 0.992699 0.50 \n", - " .. ... ... \n", - " 63 1.712822 0.05 \n", - " 64 1.483318 0.05 \n", - " 65 0.901721 0.05 \n", - " 66 0.903679 0.05 \n", - " 67 0.903736 0.05 \n", - " \n", - " [68 rows x 9 columns],\n", - " 'distance': False},\n", - " 'array_cable_install_vessel': 'example_cable_lay_vessel',\n", - " 'array_cable_bury_vessel': 'example_cable_lay_vessel'}" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "config = library.extract_library_specs(\"config\", \"example_custom_array_project_manager\")\n", "config[\"array_system_design\"][\"location_data\"] = library.extract_library_specs(\n", @@ -1911,7 +650,7 @@ }, { "cell_type": "markdown", - "id": "11f2975c", + "id": "4bd9b47b", "metadata": {}, "source": [ "Below, we can see that the results coming from the `ProjectManager` are the same as the additive\n", @@ -1920,21 +659,10 @@ }, { "cell_type": "code", - "execution_count": 23, - "id": "f13c6d3c", + "execution_count": null, + "id": "6dbb6bad", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Custom Design | $40,307,731.86\n", - "Custom Installation | $31,792,520.58\n", - "Total Custom Cost | $72,100,252.44\n", - "Project Manager Cost | $72,100,252.44\n" - ] - } - ], + "outputs": [], "source": [ "project = ProjectManager(config)\n", "project.run()\n", diff --git a/examples/export_cable_system.ipynb b/examples/export_cable_system.ipynb index 271d64c4..2570fee6 100644 --- a/examples/export_cable_system.ipynb +++ b/examples/export_cable_system.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e6f44390", + "id": "c856c21e", "metadata": {}, "source": [ "# HVAC vs HVDC Systems\n", @@ -16,8 +16,8 @@ }, { "cell_type": "code", - "execution_count": 1, - "id": "1b613711", + "execution_count": null, + "id": "4aa0f22a", "metadata": {}, "outputs": [], "source": [ @@ -36,7 +36,7 @@ }, { "cell_type": "markdown", - "id": "48fecb15", + "id": "32b65dd4", "metadata": {}, "source": [ "## Setup The Models\n", @@ -49,8 +49,8 @@ }, { "cell_type": "code", - "execution_count": 2, - "id": "207bf70f", + "execution_count": null, + "id": "f449106a", "metadata": {}, "outputs": [], "source": [ @@ -79,7 +79,7 @@ }, { "cell_type": "markdown", - "id": "4c9a5817", + "id": "87bc449d", "metadata": {}, "source": [ "Now we can create an HVAC and HVDC variation of the `base_config`" @@ -87,22 +87,10 @@ }, { "cell_type": "code", - "execution_count": 3, - "id": "2bbf206e", + "execution_count": null, + "id": "51f4510b", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n", - "OffshoreSubstationInstallation:\n", - "\t Warning: 'Feeder 0' Cargo Mass Capacity Exceeded\n", - "OffshoreSubstationInstallation:\n", - "\t Warning: 'Feeder 0' Cargo Mass Capacity Exceeded\n" - ] - } - ], + "outputs": [], "source": [ "hvac_config = deepcopy(base_config)\n", "hvac_config[\"export_system_design\"] = {\"cables\": \"XLPE_1000mm_220kV\"}\n", @@ -120,7 +108,7 @@ }, { "cell_type": "markdown", - "id": "b96da2e5", + "id": "b0b2d456", "metadata": {}, "source": [ "## Compare the Results" @@ -128,19 +116,10 @@ }, { "cell_type": "code", - "execution_count": 4, - "id": "535cd7fc", + "execution_count": null, + "id": "20b7ebb6", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "HVAC CapEx per kW: $2,974.90 \n", - "HVDC CapEx per kW: $3,377.08\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"HVAC CapEx per kW: ${hvac_project.total_capex_per_kw:,.2f} \")\n", "print(f\"HVDC CapEx per kW: ${hvdc_project.total_capex_per_kw:,.2f} \")" @@ -148,103 +127,10 @@ }, { "cell_type": "code", - "execution_count": 5, - "id": "d1b21cd7", + "execution_count": null, + "id": "07e55939", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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HVAC CapExHVDC CapEx
Category
Export System318,311,29695,436,000
Offshore Substation245,496,817795,031,033
Export System Installation49,953,78814,008,968
Offshore Substation Installation3,861,2083,861,208
Onshore Substation195,273,630254,763,736
Turbine1,310,400,0001,310,400,000
Soft496,606,631548,577,239
Project355,000,000355,000,000
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" - ], - "text/plain": [ - " HVAC CapEx HVDC CapEx\n", - "Category \n", - "Export System 318,311,296 95,436,000\n", - "Offshore Substation 245,496,817 795,031,033\n", - "Export System Installation 49,953,788 14,008,968\n", - "Offshore Substation Installation 3,861,208 3,861,208\n", - "Onshore Substation 195,273,630 254,763,736\n", - "Turbine 1,310,400,000 1,310,400,000\n", - "Soft 496,606,631 548,577,239\n", - "Project 355,000,000 355,000,000" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "capex_df = (\n", " pd.DataFrame(\n", @@ -263,7 +149,7 @@ }, { "cell_type": "markdown", - "id": "3a00f4bc", + "id": "e733f164", "metadata": {}, "source": [ "## Setup The Parametric Runs\n", @@ -276,8 +162,8 @@ }, { "cell_type": "code", - "execution_count": 6, - "id": "2984870c", + "execution_count": null, + "id": "739ead82", "metadata": {}, "outputs": [], "source": [ @@ -296,8 +182,8 @@ }, { "cell_type": "code", - "execution_count": 7, - "id": "44a64b2a", + "execution_count": null, + "id": "813d7f00", "metadata": {}, "outputs": [], "source": [ @@ -309,7 +195,7 @@ }, { "cell_type": "markdown", - "id": "af478843", + "id": "22f5ade2", "metadata": {}, "source": [ "## Compare the Cost vs Capacity Trade Off\n", @@ -321,21 +207,10 @@ }, { "cell_type": "code", - "execution_count": 8, - "id": "de36953a", + "execution_count": null, + "id": "82f73cdb", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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LP//5T9myZYs21e2JJ57QOjtUSPTKK6/Itm3btGPVcR06dKiyDrWoslqrZu3atTJz5kwt6Lr33nulWbNmWh3qvdXUPrU48rRp0+q8po0zUWFTz5d/ELPY+uyV0jzYr8HfZ9asWdrDEV1O6mtN3bb1448/lokTJ57XdDoV3qpOKPvpdFZXXXWVREREaF/fqguqqsApJyfHtl3TQuEAAACAWf2wJ0v2HM7TjT04JL5RfuEN1Idpp9RZAyO13kyrVq20H7RVcKTWdurdu7c88MADWtikujhUl5PqPKrK3/72Nxk/fry2rcIltQaTer36aA2bVPfSyy+/XG0dXl5esmTJEu11yqeffirXXHON9O3bV+uQUl0s6s56c+bM0bqyAEe77bbbtC6+6qbVqVBW/V1R+vfvr4WqNU2nUx1TFQNW9XVuXaPsv//9rxaiVpSff64tmIXxAQAAgMrdTdN+3Kcbi28ZLMO6tjasJqA6pg6cFLUOza5du+T555+XSy+9VEJCQrS7Y6k1atQUOnWrddVhVB3VdTR//nz5+uuvtTWa1CLH6gd39VHtL126VObNm6cdVxN1+/h169bJW2+9pdXUvHlzrY7Y2Fit20nVUVXXCcxNfd2q/3Rqe1TXkWQVFhZmWzNp9erVcvDgQd3zqutJ3X3OOp2uKurvkfo6raq7yco6rqabqnNW1KRJE9u2WmAcAAAAwDkrfj8mOzLO3gnN6sHB8eJFdxOckOvNzWoAKtx54YUXtMf5UtODqpoiVB9qqtyUKVO0B9DYVChlXSRfrbX09NNP256zdj2pTrtbbrmlxu4m9XVc3d0W1bpMapH8PXv2aMer7r+Kfxet1FpPKgAGAAAAcLa7aWqF7qbY8CC57hLu7AznROCERltEW61rZKbP19WoDicV+Kh1lFTAZA2cUlNTZc2aNdq2WutMrS1WkcVi0UIqpbS0tE7rL6lOKnXu9u3b28ZUl+EPP5xd6+vnn3+udt0zAAAAwGxW7cuW7Yf0NwN64Aq6m+C8CJzQKNQCdo2xiDbOn4+Pj9aZpBau/+2337SF8Hv16iUffPCB9tsUpbqpeT/++KNkZGTU6/3UOVWw9dxzz9nGEhMT5fXXX9e21TTV6rqpAAAAANPdme6Hvbqx6LBAufEyupvgvAicANioQEkFTooKmlTgZJ1O16JFi2oXrbdOp1NT7tQdF2tbs+z//u//tEX1KwZOV199tbb+WWZmprbGk7pTZMW7QwIAAABms+5Ajvycpu9u+sMV8eLtZfplmeHECJwA2Ki7y3Xq1EnrcFq0aJGMGTNG9u49+5sU1f2kuqAqOnXqlLb2k3LVVVfJ7bffXuv7HDlyRAuc9u3bJ+vXr5fLL79cG1cL7j/22GPyxz/+UbtzpFrjSXU6qTvc1UZ1WP3+++8yePDg8/jMAQAAAOf1ZoW1myKbBsiIHvxiFs6NOBSAjvUudFlZWTJp0iTbeHXT6T799FPbHeVuvvnmOr3HqFGjxMPDQ9cdZfXwww/LFVdcoW1/9913MmLECDl27FiN7cUffvihtiD5r7/+Wqf3BwAAAFzFhuQc2ZRyvNLaTT50N8HJ8RUKQOfOO++0hUG7du3SPnbu3FmbXlcVa2Ckup9uuOGGOr1H27ZtpXfv3tr2f/7zHykuLrY9p6bjLV68WPr27avtf/nllxIXF6fdvVFNs1MdUWp9qa+++kqeffZZrbY77rhDu6sdAAAA4G6mVehuahPqL6N60t0E58eUOgA60dHRkpSUJMuXL6/U9VTRoUOHZMWKFdq2mspW1R3sqqO6oTZt2iQnTpzQQiXV9WQVHh6unffJJ5+UWbNmSX5+vsyePVt7VEUFZCp0UlMAAQAAAHexOfW4tn6TvSlJceLnXfuSE4DR6HACUMk999yj6zhSXU9VUQuLWywWbds+MKoL++MrTqtT/P39ZerUqdo6T//85z/lyiuv1MKwgIAA7Tm1uPjQoUPlb3/7m6SkpGgLkKsxAAAAwF27m1qF+MnoXm0NqweoDzqcABejuo/UukX18e6778qbb76pbYeEhNQpcLIPnarz1FNPaY/zERsbW6fPQ4VMTzzxhPYAAAAAzOLntBOyel+2bmxyYpz4+9DdBNdAhxMAAAAAAE5meoXupvBgP7mtT7Rh9QD1ReAEAAAAAIAT+TX9pCz/XX+n5smJsXQ3waUQOAEAAAAA4ESm/bhft988yFdu70t3E1wLgRMAAAAAAE5iZ0au/LDnqG7s3oRYCfRlCWa4FgInAAAAAACcxIyf9N1NzQJ95K5+7QyrBzhfBE4AAAAAADiB347kybe7jujGJg6KlSA/upvgegicAAAAAABwAtMrdDeF+HvL3ZfT3QTXROAEAAAAAIDB9h3Nl6U7DuvGJgyMlSb+PobVBFwIAicAAAAAAAw2Y/l+KS8/t9/Ez1vGDmhvZEnABSFwAgAAAADAQAeOnZIvt2fqxsYNaC+hAXQ3wXUROAEAAAAAYKCZy/eLxa67KdjPW8YPjDGyJOCCETgBAAAAAGCQ1OwC+eIXfXfTPf3bSdNAX8NqAhyBwAkAAAAAAAO7m8rs2psCfb20xcIBV0fgBAAAAACAAQ4dPy2fbcvQjd11eTsJC6K7Ca6PwAkAAAAAAAO8tULf3eTv4yn3DqK7Ce6BwAkAAAAAgEaWfuK0fLI1XTd2Z992Eh7sZ1hNgCMROAEAAAAA0MhmrzwgJWXnupv8vD1lUgLdTXAfBE4AAAAAADSiw7lnZPFmfXfTbX2ipWWIv2E1AY5G4AQAAAAAQCOaszJZissstn1fL0+ZnBhnaE2AoxE4AQAAAADQSLLyCuXDTWm6sVt6t5WIULqb4F4InAAXs2LFCvHw8NAeL7zwQp1eM27cOGnWrJn2SE1N1cauvvpq23mSk5PrVcPcuXNtr33jjTds4wsWLLCN2z98fHwkPDxc4uLi5Morr5Qnn3xSvvnmG7FYzv1Wpz6WL18ujzzyiPTo0UMiIiLE19dXmjZtKp06dZI77rhDPvjgAzl9+vR5nRsAAABoSHNWJUtx6bnvg328PGRyEt1NcD8EToBJ3X333bZtFdDUx7///W/to7e3t9x+++21Hl9aWio5OTlasPXjjz/KK6+8IsOHD5eYmBiZNWtWnd/3119/lUGDBsngwYPlzTfflG3btsnRo0elpKREcnNz5ffff5cPP/xQ7rrrLomKipLXX3/9vEMtAAAAwNGO5RfJwo0HdWM392wrkU0DDKsJaCjeDXZmAE5txIgR0qRJE8nPz9cCp7/85S91el1KSoqsXbtW2x46dKi0atWqyuNefvllufHGG237eXl5cvz4cfn555/lu+++k3Xr1klaWprcf//98tVXX8knn3wiAQHV/0erOqLGjBkjp06d0va7dOkit9xyi/Tu3VtatGghBQUFcvDgQfn222/lv//9r5w4cUIee+wxmTBhgtb9BAAAABht3upkKSw59wtRb08PuZ/uJrgpAifApAIDA2XUqFHaNLh9+/bJhg0bpF+/frW+ToVT5eXllbqkKoqMjJSuXbtWGr/uuuu0cEsFTnfeeacWYC1dulTGjh0rH330kTYFr6Jdu3bJzTffrE2TU11VU6dOlSlTpoinZ+UmTdXddOzYMXnxxRdl5syZdfiTAAAAABre8YJieX+9vrtpZI9IaRsWaFhNQENiSh1gYuczrc56XGhoqK6Dqb769+8vmzZt0qa+KYsXL5YlS5ZUOk6FW2pdJuuaTO+++6488MADVYZNVqrjacaMGVrXlFo/CgAAADDaexsOyZmSMtu+l6eHPHBFvKE1AQ2JwAkwsaSkJImOjta2//Of/2hrIdVk48aNsnfvXm179OjR4u9/YXfSUAuJz5kzx7b/j3/8o9IxX3/9tWzfvl3bvv7667WuqLpSHVxBQUEXVCMAAABwoQpKRD7YlK4bu/GyNtKuOd+rwn0ROAEmpqavWQOc7OxsbZ2kuiwWXtt0uvoYNmyYXHTRRdr25s2bJTMzU/e86miyUnemAwAAAFzNysOecrr4XHeTp4fQ3QS3R+AEmJx9cGQfKFWkup9UF5Si7i43cOBAh4VeQ4YMse2vXr1a97x1X3UqJSYmOuQ9AQAAgMZyulRk5RH9OqXXX9pG4loEG1YT0BhYNByNQ92a/sxxMY2AMJEa1hhylKysLNm5c2etx508ebLa51R3UZ8+fbT1lNTd4nJzc7X1mSpS3U+qC8q6MHdVi3ufrx49eti2rVP2lIyMDG0BcOWyyy4TLy8vh70nAAAA0BhWHfaQwrJz3zurb6P/QHcTTIDACY1DhU2vmuh2n48fEAkKb/C3mTVrlvZwRJeTCpwKCwvl448/lokTJzbKdDqr5s2b27ZPnDhh287JybFtt2zZ0qHvCQAAADS0U0WlsuKw/hfRw7u1lg6tmhhWE9BYmFIHQG677Tbx9fWtdlqd6pD68ssvbXeXi4tzbHgYHHyunTg/P7/KbRb/BgAAgKtZuCldzth1NykPDqa7CeZA4AS4sOeff17Ky8trfdTWkRQWFibXXnutbc2kgwcP6p5XXU9FRUW26XSOZh8shYSE2LabNDn3m5+CggKHvy8AAADQkN1N765P041d0yVCOkWc+34XcGcETgA01lBKBVQLFy7UPWftevLz85NbbrnF4e9tXRvKGn5VNdXu6NGjDn9fAAAAoKF8sOGg5J4p1Y09OITuJpgHazih8RbRVusamenzdTGqw0kFPGrdJBUwPf3009p4amqqrFmzRtu+7rrrpFmzZg5/723btukWMbeKjIyU8PBwLZDavn27lJWVsXA4AAAAnN7p4lJ5e1WybmzwReHSpU3lm/MA7orACY1D3bGtERbRxvnz8fGRW2+9VWbOnCm//fabbNmyRXr16iUffPCB1vXUEIuFK+rcP/zwg21/4MCBuucTEhLks88+06bUrVy5UgYPHuzwGgAAAABHWrghTXIKinVjUxLaG1YPYASm1AGwsQ+UVNBkP52uRYsWMmzYMIe/59KlS2Xfvn3adr9+/SQiIkL3/Lhx42zbU6dOdfj7AwAAAI50prhM5lToburc1CJd27B2E8yFwAmATZ8+faRTp07a9qJFi2TdunWyd+9ebV91P6kuKEdSU+UmT55s23/qqaeqnOp36aWXatvqTnnWIKwurJ1RAAAAQGNZtClNsk+dveGO1dVRFsPqAYxC4ARAx3oXuqysLJk0aZJt3NHT6VSYpQKu9PR0bf+2226TG264odJxHh4e2iLmgYGBto6nt956SywWS41B1kMPPSQ333yzlJSUOLRuAAAAoDqFJWUye6V+7dpOoRZpf+7my4BpsIYTAJ0777xTnn32WW1tpV27dmljnTt31tZzqo+MjAzZuXOnbT8/P19bkFwtEP7tt99qgZOVWoz8nXfeqfZcXbp0kU8++UTGjBkjp06dkgceeEBmzZql3TGvd+/e2nQ/1cmUlpYmy5YtkyVLlkheXt55ff4AAADA+Vq85ZBk5eu7m65pS3cTzInACYBOdHS0JCUlyfLlyyt1PdWHCq3Uoybt2rXTptHdd999tZ5PrR+1du1auf/++7WPKsyyD7QqUnfce/755yUkhLnyAAAAaHhFpWUya4W+u6lfTDOJaXLMsJoAIxE4AajknnvusQVOnp6eWtfThfD29pYmTZpIaGioxMbGal1JKtQaOnSodv66uuSSS2TNmjXy008/yRdffCGrVq2SzMxMOX78uDblrnXr1lonllr3acSIEeLv739BdQMAAAB19cnWdDmcW6gbuz+xvZz4ncAJ5kTgBLgYFdSo6W718e6778qbb76pbdel40cFTupRX2PHjtUeDW3w4MHaAwAAAHAGxaUWeWu5vrupb0yY9G7XTJb9blhZgKFYNBwAAAAAgAvw+bZ0yTh5Rjf28JAOhtUDOAMCJwAAAAAAzlNJmUVmLN+vG+vVrplcHtfcsJoAZ0DgBAAAAADAefril0w5dFzf3fTQkA7i4eFhWE2AMyBwAgAAAADgPJSWWWRmhe6my9o2lUEdwg2rCXAWBE4AAAAAAJyHr349LCnZBZXWbqK7CSBwAgAAAACg3sos5TL9p326sW6RoZJ0UQvDagKcCYETAAAAAAD1tHTHYTlwTN/dxNpNwDkETgAAAAAA1IOliu6mi1uHyJUXtzSsJsDZEDgBAAAAAFAP3+06InuPntKNPTwknu4mwA6BEwAAAAAA9ehuevNHfXfTRa2ayNDOEYbVBDgjAicAAAAAAOrohz1H5bcj+bqxB4fEi6cn3U2APQInXDBPz7NfRmVlZVJeXm50OcB5U1+/6uvY/usaAAAAsP9+cVqFtZviWwbLsK6tDasJcFb8RIUL5uvra/vHt6ioyOhygPOmvn6toan16xoAAACwWv57luzMyNONPTg4XrzobgIqIXDCBQsKCrJt5+Xp//EFXIn916/91zUAAACgfjH55g/67qbY8CC57pI2htUEODMCJ1yw4OBg23ZOTo72sE5LAlyB+nq1fu1W9XUNAAAArNx7TLan5+rGHriC7iagOt7VPgPUkZp61KJFCzl27Ji2n5WVpT28vLy4LagTKS0t1T5arxMqr9tkpb6emVIHAAAAXXdThTvTRYcFyo2X0d0EVIfACQ7RvHlzKS4ultzcc4k/XU7O9R/kmTNntO2AgACCwBqEhoZqX88AAACA1dr9ObIt7aRu7A9XxIu3F5OGgOoQOMEhVIDRpk0bCQsLk5MnT8rp06cJnJyIxWKxBU5qqhh3YNNT3XiBgYHStGlT8ff3N7ocAAAAOF13017dWGTTABnRI9KwmgBXQOAEh1I/rEdERBhdBipQYdNvv/2mbffs2VPrcgIAAABQuw3Jx2Vz6olKazf50N0E1Ii/IQAAAAAAVGNahbWb2oT6y6iedDcBtSFwAgAAAACgCptSjsv65HN3MlamJMWJn7eXYTUBroLACQAAAACAKkz/Sd/d1CrET0b3amtYPYArIXACAAAAAKCCrQdPyOp92bqxyYlx4u9DdxNQFwROAAAAAADU0t0UHuwnt/WJNqwewNUQOAEAAAAAYGf7oZOy4vdjurHJibF0NwH1QOAEAAAAAECN3U2+ckffdobVA7giAicAAAAAAP5nZ0au/LAnSzd276BYCfCluwmoDwInAAAAAACq6W5qFugjd/ajuwmoLwInAAAAAABEZM/hPPlu11Hd2MRBsRLk521YTYCrInACAAAAAEBEZvy0X7cfGuAjd19OdxNwPgicAAAAAACmt/dovizdeVg3NmFgjDTx9zGsJsCVETgBAAAAAExPdTeVl5/bb+LvLff0b29kSYBLI3ACAAAAAJja/qxT8uWvmbqxcQNitCl1AM4PgRMAAAAAwNTeWq7vbgr285bxA+huAi4EgRMAAAAAwLRSswtkyS8ZurF7+reTpoG+htUEuAMCJwAAAACAac1Yvl8sdt1Ngb5eMmFgrJElAW6BwAkAAAAAYEppOafl82367qa7Lm8nYUF0NwEXyvuCzwAAAAAAqJeUfPXwkLS1B8XHh4WpjbJ2f7aU2bU3+ft4yr2D6G4CHIHACQAAAAAa0Sc/Z8rUnf/7UezgAaPLgZ07+7aT8GA/o8sA3AJT6gAAAACgkeQXlshr3+83ugxUwc/bUyYl0N0EOAqBEwAAAAA0kvfXH5TcwlKjy0AVxg+MkZYh/kaXAbgNptQBAAAAQCMoKCqVeauTdWPRzQIkrmWwYTVBxMvTQ/rEhHFnOsDBCJwAAAAAoBF8sOGgnDhdohv71+iu0iu2pWE1AUBDYUodAAAAADSwM8VlMneVvrupSzOLdGndxLCaAKAhETgBAAAAQANbuPGg5BQU68aujrIYVg8ANDTTBk4eHh51eiQlJdV6rm+++UZGjBghUVFR4ufnp31U+2q8rkpLS2X27NkyaNAgadGihQQEBEhcXJzcd999smvXrgv8bAEAAAAYpbCkTOZU6G66uKlF2rF0EwA3xhpOF8BiscikSZNk/vz5uvGMjAztsWTJEpk4caLMmTNHPD2rz/ays7Nl+PDhsnnzZt14cnKyzJ07V9577z2ZMWOGdi4AAAAAruWjTWlyLL9IN0Z3EwB3Z/rAacqUKXL//fdX+3xQUFC1zz3zzDO2sKl79+7y5z//WetKOnDggPzf//2fbNu2TebNm6d1LP3973+v8hxlZWVaN5Q1bBo5cqTce++9EhYWJhs3bpSXX35ZsrKytE6nyMhIGTZs2AV/zgAAAAAar7tp1soDurH+sc0kpskxw2oCgMZg+sCpZcuW0rVr13q/bu/evfLaa69p27169ZJVq1Zp0+CU3r17yw033CCJiYmyZcsWefXVV2X8+PESHx9f6Tyqe2nNmjXatgq+Zs6caXuuT58+WsDUs2dPycvLk4ceekj27Nkj3t6mv2wAAACAS/h4a7oczdN3N92fGCM5vxE4AXBvpl3D6UJNnTpVW3dJmT59ui1ssgoMDNTGFXXcG2+8UeV5rKGV6mhSwVRFKqR66qmntO39+/fL559/7vDPBQAAAIDjFZdaZNby/bqxy2ObS8/opobVBACNhcDpPJSXl8sXX3yhbXfq1En69etX5XFq/KKLLtK21fHqdRW7pFTHkjJmzBgtpKrK2LFjbdsETgAAAIBr+PTndMnMLdSNPTSkg2H1AEBjInA6DykpKZKZmaltq2lzNbE+rxYRT01N1T1nnUpX23kiIiKkY8eO2vbatWsvqHYAAAAADa+kzCIzK3Q39WkfJv1iwwyrCQAak+kDp48//lg6d+6sdRc1adJEOnToIPfcc48sX7682tfs3r3btq06nGpi/7y1m+lCznPo0CEpKCio8VgAAAAAxvp8W4aknzhTqbvJw8PDsJoAoDGZfvVp+9DHuk6Serz//vty0003yYIFCyQ0NFR3THp6um07KiqqxvO3bdvWtq3Cogs9j5qWp15nnapXV/bvVZXDhw/bts+cOaM94D4KCwur3Ib74VqbB9faPLjW5sG1dh+lFovM+HGfbuyyqBDpERmofZ/NtTYPrrV5uPK1PtNAP/+bNnBSHU3qTnJDhgzRuoeCg4Pl2LFjsnLlSpk9e7bk5OTIkiVL5MYbb5Tvv/9efHx8bK/Nz8+3bavX1SQoKMi2ferUKd1zjjpPXdgHX7VRd9wLDw+v93vANajrC3PgWpsH19o8uNbmwbV2bZuPeUjaCS/dWL/gE9rPFRVxrc2Da20ernats7OzG+S8pg2c1JpKTZtWvjvEVVddJQ8++KAMGzZMtm3bpgVQs2bNkoceeqjKtNLX17fG9/Hz86s2NXTUeQAAAAA4B0u5yLJ0/col0UHl0qmp/gZCAODuTBs4VRU2WbVq1Uo++eQTrfOppKREpk+frguc/P39bdvFxcU1vk9RUZFtOyAgQPdcxfPY79fnPHVRcTpfVVPq+vTpo20nJCTUOsUPrkWFm9aUXV3fmr7W4Nq41ubBtTYPrrV5cK3dw1c7jkjWBv2yHU/ecKlc0fHcDAKutXlwrc3Dla91ei1L8Jwv0wZOtYmNjdW6nZYuXaqt6aTuStemTRvtObW4eF2nt9kv8F1x2lzF89T0BVnTeeqiPgGSCrTOJ9SCa1BfZ1xfc+BamwfX2jy41ubBtXZNZZZymbMmTTfWpU2IDLskqtrFwrnW5sG1Ng9Xu9YBDVSr6e9SVxN19zr7KXhVhTe1JYH2nUUV11E6n/Oo/6joPgIAAACczzc7D8v+LP0vpLkzHQCzInCqQXX/MdgHUb/99luN57B//uKLL77g86jQyn4BcQAAAADGs1jKZfqP+3VjnSKayFUXtzKsJgAwEoFTDXbvPjf32jqdTomJibHtq0XFa2KdwxkZGSnt27fXPTdw4EDbdk3nOXLkiOzdu1fbHjBgQL0/DwAAAAANa9nuI/L70XN3obZ2N3l60t0EwJwInKqRkpJiu21pXFycFhjZdz7deOONts6jDRs2VHkONW7tTFLHV+yY6tixo63rafHixXL69Okqz7NgwQLb9ogRIy74cwMAAADgOOXl5fJmhe6mDi2D5ZouEYbVBABGM2Xg9OWXX0ppaWm1zx89elRGjRpluwPd/fffX+mYRx55RLy8vLTtBx98UM6cOaN7Xu2rccXb21s7viqPPfaY9vH48ePy5z//udLzBw4ckH/84x/adnx8PIETAAAA4GR+2JMlew7n6cYepLsJgMmZ8i51KggqKSnRQqXLL79cm+qmVmXPzs6WFStWyJw5c7Rt67S3Bx54oNI5VHfS448/Lv/85z9ly5Yt2lS3J554QuuGUiHRK6+8Itu2bdOOVcd16NChylruueceeeedd2Tt2rUyc+ZMbfrcvffeK82aNZNNmzbJSy+9JHl5eeLp6SnTpk3TwisAAAAAztPdNO3Hfbqx2BZBcm231obVBADOwLTpRWZmpkyfPl17VEcFUvPmzRM/P78qn//b3/4mWVlZWmCkwqVbb7210jETJkyQl19+udr3UF1SS5YskeHDh8vmzZvl008/1R721PvPmDFDhg0bVq/PEQAAAEDDWvH7MdmRkasbe3BwvHjR3QTA5EwZOL333nvaIt3r16+X5ORkrZtJdREFBwdrd4Hr37+/1nmkup9qorqO5s+frwVTc+fO1QIjda7w8HDp3bu33HfffXUKidTx69atk7fffls+/PBD2bNnjxQUFGgLkw8ZMkQefvhh6dKliwP/BAAAAAA4Zu0mfXdT++aBcv0l5244BABmZcrAKTExUXs4iupOUo8LoabKTZkyRXsAAAAAcH6r92XLL4dO6sb+MLiDeHuZcqlcANDhX0IAAAAAcEB3U3RYoNx4Gd1NAKAQOAEAAABAPa0/kCNbD57QjT1wRZz40N0EABr+NQQAAACAeqrY3RTZNEBGdI8yrB4AcDYETgAAAABQDxuSc2RjynHd2P1XxImvNz9eAYAV/yICAAAAQD1M/0nf3dQ61F9u7kl3EwDYI3ACAAAAgDraknpc1u7P0Y1NSYoTP28vw2oCAGdE4AQAAAAAdTTtp/26/ZZN/GRMr7aG1QMAzorACQAAAADqYFvaCVm195hubHJinPj70N0EABUROAEAAABAHUyv0N0UHuwnt/WJNqweAHBmBE4AAAAAUIsd6bny029ZurH7EmIlwJfuJgCoCoETAAAAANRiWoU704UF+cod/ehuAoDqEDgBAAAAQA12ZebK97uP6sbuHRQrgb7ehtUEAM6OwAkAAAAAajCjwtpNTQN95K7L2xlWDwC4AgInAAAAAKjG70fy5ZudR3RjEwfGSLAf3U0AUBMCJwAAAACoxvQKazeF+HvL3f3bG1YPALgKAicAAAAAqML+rHz5esdh3dj4gTES4u9jWE0A4CoInAAAAACgCtN/2i/l5ef2m/h5y7j+MUaWBAAug8AJAAAAACo4cOyUfLk9Uzc2dkB7CQ2kuwkA6oLACQAAAAAqmLl8v1jsupuCfL1k/AC6mwCgrgicAAAAAMBOanaBfPGLvrtJLRTeLMjXsJoAwNUQOAEAAACAnbdW7Jcyu/amAB8vmTiQ7iYAqA8CJwAAAAD4n0PHT8tnP2foxu6+vJ00D/YzrCYAcEUETgAAAADwP2+tOCCldt1N/j6eMnFQrKE1AYArInACAAAAABHJOHlGPtl6SDd2R9920qIJ3U0AUF8ETgAAAAAgIrNXHJCSsnPdTb7ennJfAt1NAHA+CJwAAAAAmN6R3EL5z2Z9d9PtfaKlZYi/YTUBgCsjcAIAAABgerNXHpDiMott39fLU+5LpLsJAM4XgRMAAAAAU8vKK5RFm9J0Y2N6R0nr0ADDagIAV0fgBAAAAMDU5q5KlqLSc91NPl4eMiUp3tCaAMDVETgBAAAAMK3sU0XywcaDurGbe0ZJZFO6mwDgQhA4AQAAADCtt1cnS2HJue4mL08PuZ/uJgC4YAROAAAAAEzpeEGx/Hu9vrtpZPdIaRsWaFhNAOAuCJwAAAAAmNL8NclyurjMtu/pIfLAFXQ3AYAjEDgBAAAAMJ2Tp4vlvXX67qabLouU9uFBhtUEAO6EwAkAAACA6byzNlVOFZXa9j1Ud9NgupsAwFEInAAAAACYSu6ZEnl3bYpu7PpL2khci2DDagIAd0PgBAAAAMBU3luXKvmF+u6mP9DdBAAOReAEAAAAwDTyC0tk/hp9d9Pwrq2lY6smhtUEAO6IwAkAAACAaby//qA2pc4e3U0A4HgETgAAAABMoaCoVOatTtaNXd2llVzcOsSwmgDAXRE4AQAAADCFDzYclBOn9d1NDw7uYFg9AODOCJwAAAAAuL0zxWUyd5W+u+nKi1tK18hQw2oCAHdG4AQAAADA7S3ceFByCop1Yw8NobsJABqKd4OdGQAAAHAT5eXl8q/v98rCjWnSvnmgPHBFvAzu1FI8PDyMLg11UFhSJnMqdDddcVELuSSqqWE1AYC7o8MJAAAAqMW3O4/I9J/2y/GCYvk57aRMeG+L3DFvo+zKzDW6NNTBok1pciy/SDf2IN1NANCgCJwAAACAWrqb3lpxoNL4ugM5ct30NfLYx9vlSG6hIbWhbt1Ns1fqr9+gDuHSI7qZYTUBgBkQOAEAAAA1WLs/R3ZkVN3JVF4u8snWdEl6bbn8a9nvUlBU2uj1oWYfbzkkR/P03U0P090EAA2OwAkAAACoQcXumKoUllhk2k/7Jem1FfLRpjQps5Q3Sm2oWVFpWaXutP5xzaVX+zDDagIAsyBwAgAAAKqxIz1X1uzP1o09d11neWxoRwny9ap0vFon6MnPdsi101bLqr3HGrFSVOXTrRlyuMJ0R+5MBwCNg8AJAAAAqGN3U3iwn9zRN1r+MLiDrHj8Crm9b7R4VnGjut+O5Mvd72ySe97ZJHuP5jdewbApKbPIzOX7dWN9YsKkX2xzw2oCADMhcAIAAACqkJJdIEt3HtaNjR/YXvx9znY2tWjiJ38f0U2+fSRBki5qUeU5Vu49JtdMXSVPfbaj0l3S0LA+/zlDMk6e0Y2xdhMANB4CJwAAAKAKc1cla4uCWzXx85Y7+7WrdFzHVk1kwbg+8u8JfaRTRJNKz6vlnBZtSpOkV5fLjJ/2yZnisoYu3fRKyywyo0J3U892zbT1mwAAjYPACQAAAKggK69QPt2arhu7vV+0hPj7VPuaQR1ayNcPDZJXRnXTup8qKiguk9eW7ZXBr6+Qz35OFwsLizeYL37JlLTjpyut3eThUcX8RwBAgyBwAgAAACp4Z22qFJdZbPu+Xp4yYUBMra/z8vSQW3pHy4rHkrSAw9+n8rfbahHrPy7eLjfMXCPrD+Q4vHazU3cIrNjddGnbppLQIdywmgDAjAicAAAAADt5hSWycMNB3dionpHSMsS/zucI8vOWP17VUVY8doWM7hklVTXW7MzIk9ve3iAT39siB46dckTpEJGvfs3U1t+y9/CQeLqbAKCRETgBAAAAdhZuSJP8olLbvsopJiXEnde5IkL95dXRl8pXDw6UAfFVrx/0w56jcvUbq+TlpXvlVMl5l43/dTdN/0nf3dQ1MkSuuKilYTUBgFkROAEAAAD/U1hSJu+sTdGNDesaITHhQRd03i5tQuWDCX3lnbG9JL5lcKXnSy3lsnBzury8zUt+zPCQolIWFj8f3+w8LPuz9N1iDw1m7SYAMAKBEwAAAPA/n/2cIcfyi3RjkxPPr7upIhV6DO7USr59eJC8dFNXaR7kW+mYM2Ue8t80L7l25kb57/ZMKbe/TR5qpBZhn/6jvrvp4tYhclXnVobVBABmRuAEAAAA/G861txVB3RjahrcJVFNHfo+3l6ecle/drL88SSZkhQnvt6VvyXPOFkoDy3aJiPeWidbDx536Pu7q2W7j8jvR/N1Yw8NZu0mADAKgRMAAAAgIt/uPCKpOad1Y1MS4xvs/UL8feSJazrJT39KlJsua1PlMb8cOimjZq2X+xdulYM5+oWwcY7qBHuzQndTx1bBcnWXCMNqAgCzI3ACAACA6anAYvbKA5UWm65uoW9HimoWKFNv7S6LJ/aSuCZVT6FbuuOIXPmvlfLyV7sl9zQri1f0w54s2XM4Tzf24OAO4ulJdxMAGIXACQAAAKa3dn+O7MjIrdTd1JjTsbpFhsiDXcpkfMcyiQ4LqPR8SVm5zFuTIomvLZd31qRIcaml0Wpz9rBw2o/7dGNxLYJkeLfWhtUEACBwAgAAACp1N7VvHijXdG386Vgq37q0ebl8eX9f+ct1nSU0wKfSMSdPl8hfv9otQ99YKd/uPGz6hcVX/H6sUlioupu86G4CAEMROAEAAMDUdqTnypr92bqxSQlxhgYWvl6eMn5gjKx6/AqZODBGfLwq16LWm5r8wc9yy5wNsv3QSTHv2k367qaY8CC57hK6mwDAaAROAAAAMLWK3U3hwX4yskekOIPQQB959rrO8sMfE2V4t6o7rjalHpcbZ66Vhz/aJukn9Iueu7vV+7K1hdXtPXBFvHYnQACAsfiXGAAAAKaVkl0gS3ce1o2NH9he/H28xJm0ax4kb93RUz6ZfLlc1rZplcd88UumDH59pbzy7W+SV1hiyu6m6LDAau/4BwBoXAROAAAAMK25q5LFfgmkJn7ecme/duKserUPk8/v7y/Tb+suUc0qLyyuFhKfteKAXPHqCvn3hoNSWua+C4uvP5AjWw+e0I39ge4mAHAa/GsMAAAAU8rKK5RPt6brxm7vFy0h/pUX6nYm6s5511/aRptm99SwTlpIVlFOQbE8t2SnXD11lfy456hbLixesbspsmmAjHCSqZAAAAInAAAAmNQ7a1Ol2K4DSC3UPWFAjLgKNe3vvsQ4WfnnK+Sey9tVucj5gWMFMuG9LXLHvI2yK1N/JzdXtiE5RzamHK+0dpMP3U0A4DT4FxkAAACmo9Y4WrjhoG5sVM9IaRniL64mLMhXXryxqyx7NEGuvLhVlcesO5Aj101fI499vF2O5BaKq5v+k767qU2ov3b9AADOo3L/LQAAAODmFm5Ik/yiUtu+h4fIpIQ4cWVxLYJl3j29tLWN/rZ0t+zMyNM9r2bVfbI1Xb7+9bA29ayqqXiuoKC4VNbuz9GNTUmKEz9v51roHQDMzjX/lwEAAADOU2FJmbyzNkU3NqxrhMSEB4k7uDyuufz3gYHy+bYMefW73+VInr6j6UxJmXy4MU3cRasQPxndq63RZQAAKmBKHQAAAEzls58z5Fh+kW5scqJrdzdV5OnpIaN6Rsnyx5LksaEdJdDXfbt/1LVT61kBAJwLgRMAAABMo8xSLnNXHdCNDYhvLpdENRV3FODrJX8Y3EFWPJ4kt/WJlirWFXdpseFB2ucFAHA+TKkDAACAaXy784ik5pzWjU1JjBd317KJv/xjZDcZN6C9NtXuaIVpdq4osmmA3N43mu4mAHBSBE4AAAAwhfLycpm9Ut/d1DUyROtwMouOrZrIE9d0MroMAIAJMKUOAAAApqDubLYjI7dSd5OHukUdAABwKAInAAAAmELF7qb2zQPlmq4RhtUDAIA7I3ACAACA29uRnitr9mfrxiYlxImXu62iDQCAkyBwAgAAgOm6m8KD/WRkj0jD6gEAwN0ROAEAAMCtpWQXyNKdh3VjEwbGcHczAAAaEIETAAAA3NrcVclSXn5uv4mft9zRL9rIkgAAcHsETgAAAHBbWXmF8unWdN3YHf3aSYi/j2E1AQBgBgROAAAAcFvvrE2V4jKLbd/Xy1PGD2hvaE0AAJgBgRMAAADcUl5hiSzccFA3NqpnpLQM8TesJgAAzILACQAAAG5p4YY0yS8qte17eIhMSogztCYAAMyCwAkAAABup7CkTN5Zm6IbG9Y1QmLCgwyrCQAAMyFwAgAAgNv57OcMOZZfpBubnEh3EwAAjYXACQAAAG6lzFIuc1cd0I0NiG8ul0Q1NawmAADMhsAJAAAAbuXbnUckNee0bmxKYrxh9QAAYEYETgAAAHAb5eXlMnulvrupa2SI1uEEAAAaD4ETAAAA3Mba/TmyIyO3UneTh7pFHQAAaDQETgAAAHAbFbub2jcPlGu6RhhWDwAAZuXtyJMNHjxYGpr67dSPP/7Y4O8DAAAA17IjPVfW7M/WjU1KiBMvT7qbAABw6cBpxYoVWiCk5s47mvW8tEMDAACgLt1N4cF+MrJHpGH1AABgZg4NnKx69eolQUFBDj1nQUGBbNmyxaHnBAAAgHtIyS6QpTsP68YmDIwRfx8vw2oCAMDMGiRwWrBggXTu3Nmh59y1a5d069bNoecEAACAe5i7Klnsm+yb+HnLHf2ijSwJAABTY9HwKjzxxBPa1D3rQ00VrM0333wjI0aMkKioKPHz89M+qn01XlelpaUye/ZsGTRokLRo0UICAgIkLi5O7rvvPi1wAwAAQGVZeYXy6dZ03dgd/dpJiL+PYTUBAGB2DdLh5Mp++eUX+de//lXn4y0Wi0yaNEnmz5+vG8/IyNAeS5YskYkTJ8qcOXPE07P6fC87O1uGDx8umzdv1o0nJyfL3Llz5b333pMZM2Zo5wIAAMA576xNleIyi23f18tTxg9ob2hNAACYnUM7nFT4UlZW5vDpdEqXLl1s528o1vBIdRq1bNmyTq955plnbGFT9+7dZdGiRbJp0ybto9pX5s2bJ88++2y151Cfk+qGsoZNI0eO1DqjNm7cKNOmTdNqKSoq0jqd6tMxBQAA4O7yCktk4YaDurFRPaOkZYi/YTUBAACm1OmocEeFPp06dZIJEybUevzevXvltddesy2UvnbtWrn11luld+/e2sc1a9Zo48qrr74q+/fvr/I8qntJHavcf//98umnn8o111wjffr0kQcffFA7b0hIiBaIPfTQQ1ogBgAAAJGFG9Ikv+jc90bqhsaTEmINrQkAABA42aSlpclzzz2nbat1lHx9fWt9zdSpU23hz/Tp07U1l+wFBgZq44o67o033qjyPNbQKiwsTAumKoqPj5ennnpK21ah1eeff17vzw8AAMDdFJaUyfw1Kbqx4V1bS0y4Y++WDAAA6o/A6X8eeOABOXXqlNxzzz2SmJhY6/Hl5eXyxRdfaNuqI6pfv35VHqfGL7roIm1bHa9eV7FLas+ePdr2mDFjtJCqKmPHjrVtEzgBAACIfPZzhmSfKtKNTU6MM6weAABwDoGTiCxevFi++uorrcPI2m1Um5SUFMnMzNS2awuorM+rRcRTU1N1z1mn0tV2noiICOnYsaO2rabYAQAAmFmZpVzmrjqgGxsQ31y6RYUaVhMAAGjAu9T99a9/dfQp5S9/+Ys0lJMnT8rDDz+sbb/yyisSHh5ep9ft3r3btq06nGpi/7zqZoqJiTnv86iOqEOHDklBQYEEBdEuDgAAzOnbnUckNee0bmxKYrxh9QAAgAYOnF544QXxUKs1ukjg9Oc//1mOHDkiAwYMqNNC4Vbp6em27aioqBqPbdu2rW1bhUUXeh41LU+9zjpVr771VuXw4cO27TNnzmgPuI/CwsIqt+F+uNbmwbU2D651Zep7obeW79ONdW7dRHpEBrr09zBca/PgWpsH19o8XPlan2mg/zsdHjhZVVyr6Hw5Oryyt3r1apk3b554e3trC4XX573y8/Nt28HBwTUea9+JpNaJaojz1MY+9KrNqlWr6tzpBdejri/MgWttHlxr8+Ban/X7SQ/ZddhLN9anyUn5/vvvxV1wrc2Da20eXGvzcLVrnZ2d7VqBk7pj24033ih33323XHzxxeJsiouLZdKkSVow9uijj0rXrl3r9Xr7xLK2O9r5+flVmxw66jwAAABm8UOm/peE4f7lcmmYY37ZCQAAnDRwGjJkiCxfvlwLRP7zn/9oj549e8pdd90lt956q7Ro0UKcwd///nf57bffJDo6Wp5//vl6v97f318XXtWkqKhIF8TVdB77/fqcpzYVp/JVNaWuT58+2nZCQkKt0/vgWlSwaU3Z1fWt6esMro1rbR5ca/PgWuvtysyTveu36MYevLKTXNMzUlwd19o8uNbmwbU2D1e+1um1LMHjNIGTamVWd29buHChfPDBB7Jjxw7ZsmWLbN26VR577DG5+uqr5c4779S6n+w7dhqTCpr+8Y9/aNvTp08/r8W3mzRpUufpbWqB7+qmzVU8T01flDWdpzb1CZBUmFXfQAuuQ32NcX3NgWttHlxr8+Bai7y7YY9uPzzYT27pGyP+Pvopdq6Oa20eXGvz4Fqbh6td64AGqrVBptS1adNGHn/8ce3x66+/ynvvvSeLFi3SFuf+6quv5Ouvv5aQkBAZPXq0Fj6p9K8xvfHGG1o3UWxsrJw+fVo++uijSsfs3LnTtv3TTz9ptSvXX3+9FlDZBzi1pYH23UUV11KqeJ6a1k6ynketNUUHEgAAMJuU7AJZuvPcjU6UCQPdL2wCAMAdNNgaTlaXXHKJvP766/Lqq6/KDz/8IO+//74sWbJEcnNzZf78+dpDTWtTU+5U+NSxY8eGLsk2NS05OVluu+22Wo9/6aWXbNspKSla4NS5c2ddx1RN7J+vuJ5VxfNcdtlltZ5HhVbn05UFAADgyuauShb7+9I08fOWO/pFG1kSAACohqc0Ek9PTxk6dKg2ze7o0aNa19MVV1yhdescPHhQ/va3v2lhzKBBg8QVxMTEaJ1cysqVK2s81jqPMzIyUtq3b697buDAgbbtms6jOqz27t2rbQ8YMOCCagcAAHA1WXmF8ulWfVf5Hf3aSYi/j2E1AQAAJwic7KnuHNXRpDqe0tLS5K9//au2npO6Y5xa66mhLViwQHuvmh72C4mrRdCt49bASAVlah0qa+fRhg0bqnwvNW7tTFLHq9fZUx1d1q6nxYsXa1P8qqvZasSIERf8ZwAAAOBK3lmbKsVlFtu+r5enjB+g/0UeAAAweeBktX79enn55Zdl6tSpujuwuYpHHnlEvLzOrhnw4IMPanfms6f21bji7e2tHV8VtZi6cvz4cfnzn/9c6fkDBw7YFjmPj48ncAIAAKaSV1giCzcc1I2N6hklLUNc5w5AAACYTaMHTio8efHFF6VDhw7adLI5c+ZoQYvqcBozZox88skn4ipUd5JaGF1Rd+JTU93+85//aNvqo9pX24o6Tn3OVbnnnnts0+RmzpwpN998s3z33XeyadMmmTFjhvTv31/y8vK0aYnTpk3TwisAAACzWLghTfKLSm37qmF8UkKsoTUBAICaNUpyceLECe1OcP/+979l48aN2pianqaml6k1m9T0OnXHOnXnOlej1p7KysqSd955R7Zt2ya33nprpWMmTJigdXJVR3VJqYXUhw8fLps3b5ZPP/1Ue9hTgZwKn4YNG9YgnwcAAIAzKiwpk/lrUnRjw7u2lphwbqACAIApA6eSkhL58ssvtZDpm2++0fZVyGTtDFIhk3qoO9S5MtV1pO60N2rUKJk7d64WGGVnZ0t4eLj07t1b7rvvvjqFROr4devWydtvvy0ffvih7NmzRwoKCrSFyYcMGSIPP/ywdOnSpVE+JwAAAGfx2c8Zkn1Kv/TC5MQ4w+oBAAAGBU5r1qzR7kT38ccfy8mTJ20hU/PmzbXun7vvvlsLYpzdCy+8oD3qSnUnqceFUFPlpkyZoj0AAADMrsxSLnNXHdCNDYwPl25RoYbVBAAADAqcEhIStKlyKmhS08BuuOEGrZPpmmuuYe0hAAAA1Nm3O49Iao7+Dr50NwEA4BoaLAEKCAiQq6++WoKCguSzzz7THudDhVdqyhoAAADMQ/3ycvZKfXdTt8hQGRDf3LCaAACAEwROhYWF8sUXXzjkXAROAAAA5rJ2f47syMit1N2kfhkJAABMGjhZ120CAAAAzkfF7qb2zQPlmq4RhtUDAAAMDpwsFoujTwkAAAAT2ZGeK2v2Z+vGJiXEiZcn3U0AALgKT6MLAAAAAGrqbgoP9pORPSINqwcAANQfgRMAAACcRkp2gSzdeVg3NmFgjPj7eBlWEwAAqD8CJwAAADiNuauSxX450CZ+3nJHv2gjSwIAAOeBwAkAAABOISuvUD7dmq4bu6NfOwnx9zGsJgAA4MKB04cffij9+vWT4OBgadq0qQwaNEgWLVpkdFkAAABoRO+sTZXisnM3oPH18pTxA9obWhMAAHDCwOnjjz+WhIQEufLKK6WgoKDKY1544QW56667ZPPmzXL69GnJy8uTdevWyZ133imPPvpoQ5YHAAAAJ5FXWCILNxzUjY3qGSUtQ/wNqwkAADhp4PSf//xH1q5dK61atZKgoKBKz//yyy/y0ksvaduqs2nixIkyZcoU7fjy8nKZNm2a/PDDDw1ZIgAAAJzAwg1pkl9Uatv38BCZlBBraE0AAMBJA6dVq1ZpH0eNGlXl81OnTtWCJTWVbsuWLTJ37lyZOXOmbN++XaKjzy4OOWfOnIYsEQAAAAYrLCmT+WtSdGPDu7aWmPDKv7AEAAAmD5wKCwslOztb2+7Tp0+Vx3z55Zfi4eEhf/jDHyQmJsY23qJFC3n22We1MGrjxo0NVSIAAACcwGc/Z0j2qSLd2OTEOMPqAQAAF85bHCgtLc22nZ5+7g4jRUVFuueUgwcPyokTJ7TA6bLLLqv0fOfOnbWPWVlZcujQIS18srJ2PwEAAMC1lVnKZe6qA7qxgfHh0i0q1LCaAACAkwVO7du31wIkK7WtgqKOHTtW+xr1/K233lrt8yUlJdp5rceqc5aVlTmybAAAABjk251HJDXntG6M7iYAAFyfQwOn5cuX27ZVV9Ldd98tnp6e8vXXX4u//7k7jFgXBF+yZIl069ZN265IHTNkyBDx8vKS77//3pFlAgAAwAmo7/dmr9R3N3WLDJUB8c0NqwkAADhh4JSYmGjbPn78uO0bCT8/P91zyqOPPqp1KyUlJVV6TsnNzdVeGxoaWuXzAAAAcG1r9+fIjozcSt1N9h3zAADANTXYouFhYWHSrl07bfv555+X4uJi23NffPGFdic65brrrqvy9dbn4+JoqQYAAHBHFbub2jcPlGu6RhhWDwAAcIHASRk/frzWpbRmzRrp3r27/OlPf5K77rpLxowZo/3m6qKLLpKrrrqqytd+88032sfevXs3ZIkAAAAwwI70XFmz/+wdja0mJcSJlyfdTQAAuAOHTqmr6IknnpClS5fKxo0b5bffftMeigqh1JpO8+bNq/J1qhvqvffe00KpYcOGNWSJAAAAcILuphZN/GRkj0jD6gEAAC7U4eTr6ys//fST/OUvf9HuVOfj4yMhISHaNLq1a9dK//79q3ydWkT8yJEj0qpVK7n66qsbskQAAAA0spTsAlm687BubPyAGPH38TKsJgAA4EKBkxIQECAvvPCC7NmzRwoLC+XEiRPy3//+V5tiV53HHntMLBaLZGZmanepAwAAgPuYuypZysvP7Tfx85Y7+kUbWRIAAHC1wAkAAACwysorlE+3puvG7ujXTkL8fQyrCQAAOB6BEwAAABrNO2tTpbjMYtv39fKU8QPaG1oTAABwPAInAAAANIq8whJZuOGgbmxUzyhpGeJvWE0AAKBhEDgBAACgUSzckCb5RaW2fQ8PkUkJsYbWBAAAXCBw8vT0FG9vb9m9e7c42q5du2znBwAAgGspLCmT+WtSdGPDu7aWmPAgw2oCAAAu1OFUbn/LkQbQ0OcHAACA4332c4ZknyrSjU1OjDOsHgAA0LBoFwIAAG7dVfPJ1nT5/Ui+uKrS0lI5dOjs7wg3fP27y3Z7/7DnqG5/YHy4dIsKNaweAADQsBrkO5Zx48ZJUJBj26MLCgocej4AAOD+nvj0V/nil0xxm6b0oxniLuhuAgDAvTVI4LR58+aGOC0AAECd7czIdZOwyf10iwyVAfHNjS4DAAC4SuCUkJAgHup2IwAAAAabvfKA0SWgCp4eIn++5iK+ZwQAwM05NHBasWKFI08HAABwXg7mFMjSHYd1Y4M6hEv75kEuuobTIW27bdu2LruGk+Lv4ylDLm4l/WLpbgIAwN257ncsAAAA1Zi7Klksdje2Dfbzlhm395DQAB9xNWfOnJFlyw5q20OHXiQBAQFGlwQAAFDXFSgBAADcQ1Z+oXy8NV03dnvfaJcMmwAAAFwVgRMAAHArC9amSnGpxbbv6+UpEwbGGFoTAACA2RA4AQAAt5FfWCL/3nB2+pnViO6R0irE37CaAAAAzIjACQAAuI0PN6ZJfmGpbV/dCG1SYqyhNQEAAJgRgRMAAHALRaVlMn9Nim7s6s4REtci2LCaAAAAzIq71MG1HVwvcuRXo6twel4lxRJz7Lez21vTRHx8jS4JDYRrbR5c68p2Hjwuw04fFvE6N3ZvixiRjVvElXGtnYyHp0hEN5G2fc+20AEAgCoROMG1/f61yLrpRlfh9NSPJpdYd/Q3boKb4VqbB9e6sp7qUfFGdBvE5XGtnZQKnfo/JNJlhIgXd0AEAKAiptQBAAAA9XVkh8hn94q8eZnIuhkihXlGVwQAgFMhcAIAAADOV166yLJnRN7oIrLsOZG8TKMrAgDAKTj9lLry8nLxYH48qhMWKxKTYHQVTq/MYpHjOce17bDmYeLlSdbsrrjW5sG1PufkmRLZlaHvLukY0URaBLvHWkdcaydzMk3kRGrl8aI8kXXTRDa8JdJttEj/B0VadTGiQgAAzBM4vfjii/Lcc8+JZz2/QUpJSZG77rpL1qxZ02C1wcX1Gn/2gRoVnzkj65Yt07aHDh0qAQEBRpeEBsK1Ng+u9TkPzt8oq0uybfvRYYHy0+REES/3CGa41k7GYhHZ+43I2mkih6pYJMxSKrJ90dlH/JVng6eYRBYYBwCYjmdjBU6DBg3SAqS6WrBggVx22WWyfv36Bq0NAAC4rp0ZubJ637mwSZmUECvebhI2wQmpX6B2ulZkwnciE74XufgGdeu6qo/d/4PI+zeKzEkQ+fVjkbKSxq4WAADDNNp3Yxs2bJBLL71U3n333RqPO378uNx8880yYcIEyc/PFz8/v8YqEQAAuJjZKw/o9sODfeXmnlGG1QOTadtH5JZ/izy4VaT3RBHvarrPjvwq8tlEkWndRdbPFCnKb+xKAQBwz8Bp6tSpWnB06tQpmThxohYoqWCpomXLlkm3bt3k888/19Zu6tq1q2zcuLExSgQAAC7mYE6BLN1xWDc2bkCM+Pt4GVYTTKp5nMi1r4s8uksk6WmRwOZVH5d7SOS7p0X+1UXk++dF8vRfvwAAuJNGCZweeugh2bx5sxYmqSBJBUqXXHKJ/PDDD9rzRUVF2jHDhg2Tw4fP/sf7yCOPyJYtW7TXAAAAVDR3VbJYys/tB/t5y5392hlZEswuqLlI0hNng6fr3hAJi6v6uKJckbVTRaZ2E1lyv8jR3Y1dKQAA7jOlrkuXLlro9Oijj2r7mZmZcs0118jkyZOlZ8+eMnPmTC2MioyM1Dqd/vWvf4mvr3vcXQYAADhWVn6hfLw1XTd2R99oCQ3wMawmwMYn4OxNTf6wWeSWhSJt+1Z9nKVE5JeFIrMuF/lglHgeXKNu0dzY1QIA0CAadUVNFSC9/vrr8t1332nBksVikbffflt27z77Wx011e7XX3+VIUOGNGZZAADAxSxYmyrFpRbbvq+Xp4wfGGNoTUAlnl4iF18nMmGZyPhlIp2uq3GBcb+PbpbE35+XyOPrz97tDgAAF2bILVxUt1NcXJx4/O/2sOpjSEiIPPzww9KsWTMjSgIAAC4iv7BE/r3hoG5sRPdIaRXib1hNQK2i+4rcuvDsAuOq+8m76q/XpmdSpdfBWeI3p6/I+rdYYBwA4LIaPXD67LPPtPWbVq9erU2hi4mJ0T7m5eVJUlKSPPfcc1JWVtbYZQEAABfx4cY0yS881/2hfn81KTHW0JqAei0wrtZ3emSnSOKTIgFhVR7mmZch8t1TIm90EfnhBRYYBwC4nEYLnAoKCmTChAkyevRoycnJES8vL3n55Zdl7969smTJEgkPD9eCpr///e/Sv39/2bdvX2OVBgAAXERRaZnMX5OiG7u6c4TEtQg2rCbgvAS3ELniqbMLjKs73IVVE5oW5oqseeN/C4w/IJK1p7ErBQDAeQOnjRs3ymWXXSYLFizQupk6dOgga9eulaefflo8PT3lhhtukB07dmh3qVPPq7vTde/eXebMmdMY5QEAABfx+c8ZkpVfpBubnFTNncAAV+AbKNJ7osgftkjRTfPleGBcDQuMfyDyVj+RhaNFUlaxwDgAwKk1SuA0cOBASU5O1sKkiRMnyrZt26R37966Y1q2bClff/21zJgxQwICAuT06dNy//33a2EUAABAmaVc5qxK1o1dHttcLmvb1LCaAIfx9BLLRdfK6ouel9UdnpWyDsOqX2B83zKR964XmZsksuMTkTIWGAcAmDRwUlPlwsLC5PPPP5e5c+dKYGBgtceqkGnr1q3So0cPLaBSIRQAAMCyXUckJbtANzaF7ia4oePBHaV45Lsif9gs0nOciJdf1Qce/kXk0wki07qLbJglUnSqsUsFAMDYwGno0KHalLkbb7yxTsdfdNFFsmHDBnnyySdtd7IDAADmpX4JNWvlAd1YlzYhMqhDuGE1AQ0uvIPI9VPPrvOU+ES1C4xLbprIt0+KvNFZ5IcXRfKPNHalAAAYEzh9++23EhERUa/XeHt7awuIr1y5ssHqAgAArmH9gRz5NT1XNzY5MY5fTMFEC4w/fTZ4Gv6aSLOYGhYY/9fZBca/UAuM/9bYlQIA0Ph3qTtfAwYMMLoEAABgsIrdTdFhgTKsa/1+mQW4xQLjfe4VeXCryJj3RSJ7VX1cWbHINrXAeF+RhWNEUlazwDgAoNE5feAEAADMbWdGrqzel60bm5QQK95efBsDk/L0Eul8o8jEH0TGfSty0fDqj933nch714m8fYXIzk9ZYBwA0Gi8HX3CP/7xj9pHtf6SuvNcVQuIZ2RkaNvR0dHVnkfd1e7mm2/WWuXVIuIAAMCcKnY3hQf7ys09owyrB3Aaakppu8vPPrL3iaybLrL9I5GyosrHZm4T+WS8SNNokX4PiFwyRsS7msXI0fCKz4iX9ToVF4h4WYyuCA2Fa23ea+3rI+Ll8MjFpTj8s586daoWEk2cOLHKwOm3336Tbt26iaenp5SWVv8bljNnzsgvv/zC2gwAAJhYanaBfLPjsG5s3IAY8ffxMqwmwGkXGL9hmsjgZ0U2zRXZPE/kzInKx51UC4w/cfYBwwSIyHXWnV+NrQUNi2tt4ms9ar5It5vFzDyNvNsMAABATeauThaL3bcMwX7ecme/dkaWBDi34JZnQye1wPiwV0Wa8vcFAGAMFj8AAABOKSu/UD7Zmq4bu6NvtIQG+BhWE+AyfINE+k4SeWibyOgFIm16GF0RAMBkCJwAAIBTendtqhSXnlvrwtfLU8YPrOZ28ACqX2C8ywiRe38SGbtUpOMwtfiT0VUBAEzA3CtYAQAAp5RfWCIfbDioGxvZI1JahfgbVhPg0tS6qO0HnH0U5YucPm50RaZWWFQoq1at1rYTEgaJvx//trkrrrWJr3WzSDE7AicAAOB0PtyYJvmFpbqflSclxBpaE+A2/JqcfcAw5WfOyBm/Fme3Q6NFAtRyw3BHXGsTX2s/rjVT6gAAgFMpKi2T+WtSdGPXdImQ2BbBhtUEAACA+iFwAgAATuXznzMkK79INzY5Mc6wegAAAFB/BE4AAMBplFnKZc6qZN3Y5bHN5dK2TQ2rCQAAAE60htNbb70lLVu2rDSelZVl2/7rX/9a7evtjwMAAOawbNcRScku0I1NSaK7CQAAwNU0WOA0a9asap/zUCt/isiLL77YUG8PAABcTHl5ucxaeUA31qVNiAzqEG5YTQAAAHCiwEl9wwgAAFAf6w/kyK/puZXWbrL+ogoAAAAmDpyWL1/u6FMCAAATqNjdFB0WKMO6RhhWDwAAAJwocEpMTHT0KQEAgJvbmZErq/dl68YmJcSKtxf3NwEAAHBFfBcHAACcrrspPNhXbu4ZZVg9AAAAuDAETgAAwFCp2QXyzY7DurFxA2LE38fLsJoAAADgpHepq0lpaan8/PPPsmPHDjl+/Lg2FhYWJl27dpUePXqIj4+PEWUBAAADzF2dLBa7+40E+3nLnf3aGVkSAAAAXClwKigokJdeeknmz59vC5oqatasmUyYMEGeffZZadKkSWOWBwAAGllWfqF8sjVdN3ZH32gJDeCXTwAAAK6s0abU/f7771oH06uvvio5OTlSXl5e5UMFUa+99pp069ZNew0AAHBf765NleJSi23f18tTxg+MMbQmAAAAuEiHU25urgwZMkQOHz6shUoqeLrnnnukT58+0qpVK+2Yo0ePyubNm+W9997TptqlpaXJlVdeKTt37pTQ0NDGKBMAADSivMIS+WD9Qd3YyB6R0irE37CaAAAA4EIdTq+88opkZmZq22pK3fbt2+VPf/qTDBo0SDp27Kg91PYf//hH+eWXX+Tll1/WjlWvUa8FAADu58ONaZJfVGrb9/AQmZQQa2hNAAAAcKHA6fPPPxcPDw8ZM2aMPPPMM9p2ddRzTz/9tNxyyy1aN5R6LQAAcC+FJWUyf02KbuyaLhES2yLYsJoAAADgYoHTwYNn2+XHjh1b59dYj7W+FgAAuI/Pt2XIsfwi3djkxDjD6gEAAIALBk7Wu821bNmyzq+xHhsczG86AQBwJ2WWcpm7Klk31j+uuVzatqlhNQEAAMAFAyd1xzll3759dX6N9VjrawEAgHv4btcRScku0I3R3QQAAOBeGiVwuu+++7T1mKZOnSoWy7lbH1dHHfPGG29o6zlNmjSpMUoEAACNQH0/MHvlAd1YlzYhMqhDuGE1AQAAwEUDp9GjR8u4ceNkw4YNctNNN8mRI0eqPfbo0aMycuRI2bhxo7aOk1o8HAAAuId1B3Lk1/TcSt1NNd1QBAAAAK7HuzHe5P3335fExETZuXOnfPXVVxIbGytDhw6V3r17a2s1qW8yVdC0efNmWbZsmRQVFWnPqdeo11bn7rvvbozyAQCAg1TsbooOC5RhXSMMqwcAAAAuHDipTiXrby7Vx8LCQvnyyy+1R1Wt9uqYLVu2aF1R1VHHEDgBAOA6dqTnyup92bqxSQmx4u3VKA3XAAAAcLfAyRok1bRf1+cAAIBrmr1K390UHuwrN/eMMqweAAAAuHjglJKS0hhvAwAAnFRqdoF8s+OwbmzcgBjx9/EyrCYAAAC4eODUrl27xngbAADgpOauThaLXQNzsJ+33NmP7w8AAADcFYsmAACABpWVXyifbE3Xjd3RN1pCA3wMqwkAAAANi8AJAAA0qHfXpkpxqcW27+vlKeMHxhhaEwAAABqWKQOnvLw8+eijj+RPf/qTJCYmSnx8vISGhoqvr6+0bNlSkpKS5P/+7/8kJyenTudbt26d3HnnndrUQX9/f4mIiJCrr75aFi1aVK+61PFDhw7VXq/Oo86nzrt+/frz/EwBADBWXmGJfLD+oG5sZI9IaRXib1hNAAAAcKO71FktX75clixZItu3b5fs7Gw5c+ZMjXel8/DwkAMH9He1uVCbNm2S2267rcrnjh07JitXrtQer776qnzwwQdaeFSdF154QV566SWxWM795vbo0aOybNky7bFw4UL55JNPtACpOurP4Oabb5alS5fqxtPS0rTXqyDqL3/5izz//PPn9fkCAGCUDzemSX5RqW3fw0NkUkKsoTUBAADAjQKnrKwsufXWW7UgR6kuZFIBk/1zar8htG3bVq644grp2bOntt26dWstNEpPT9cCos8++0wLxG644QYtoLr00ksrnWPOnDny4osvattxcXHy9NNPS7du3SQzM1PefPNNLVz7+uuvZfz48fLhhx9WW4t63ho2qZoefvhhadOmjezYsUP+/ve/a4GbCrZUjZMmTWqQPw8AABytsKRM5q/R36n2mi4REtsi2LCaAAAA4EaBU0lJiQwbNkx++eUXLUy67LLLJDIyUgtjVKCkpo0dP35cfv75Zzl8+LA21qNHD+natWuD1KNCHdU9VJ0xY8ZoXVgjRoyQ4uJiLVRSAZQ9Ve8TTzyhbUdHR8uGDRskPDzc9vx1112nvf7LL7/UOpRUUKSm6lX0008/adP7lOuvv14+//xz8fI6e4vo3r17a4GXCsVUver9Ro8eLc2aNXPYnwUAAA3l820Zciy/SDc2OTHOsHoAAADgZms4LViwQLZt26Ztv/vuu1qw9M9//tP2/HvvvacFMxkZGVqwozp5du/erYU26nhHswY6Nbnpppvkoosu0rZXr15d6fl58+ZJbm6utv3KK6/owibre7z11lu291LT86ry2muvaR+9vb11x1up86rzKydPntTeFwAAZ1dmKZe5q5J1Y/3jmsulbZsaVhMAAADcLHD69NNPtY/XXHON3HPPPbUGPWranVrAe+zYsbJv3z4xSpMmTbSPhYWFlZ5THVBKSEiIjBw5ssrXR0VFyZVXXqlt//jjj5Kfn697Xu2rcUUdp46vijq/eh9FdUABAODsvtt1RFKyC3RjdDcBAACYR6METmqBcOvUuapUXM9JrYek1jEqKCjQ1kIywu+//65NAVQ6deqke05Ns1PrOimXX365Fo5VR90FTykqKpItW7bontu8ebN2LvvjqqLO369fP9tr1BRFAACclfp/ffZK/Q0/urQJkUEd9N3AAAAAcF+NEjip9Y6UmJgY25h9SHP69OlKrxkyZIj28fvvv2+MEm11qI6qf/3rX1oAVFp69q46jzzyiO64vXv3SllZWZVhVEX2z+/Zs0f3nJo2WNVxNZ1H1WRk1xcAALVZdyBHfk0/O+3cvrupoW4EAgAAAJMuGq7CJRWU2IdM1iliilq7qWPHjrrX+Pv7255r6PWlxo0bV+3zTz75pNx+++26MXUnO6vqpsFZqTvgWR06dMhh5+ncubPUh/17VUUt1m515swZ7QH3YT8ttKoponAfXGvzcOZrPfOnvbr96GYBkhQfyv8tbnit4Vhca/PgWpsH19o8XPlan2mg79EaJXBSd3H77bff5OjRo7axVq1aaWsknTp1SjZu3FgpcNq5c6f20ajfhqo76c2dO1e7U1xF9msxBQfXfGvnoKAg27b6XBviPHVhH1jVZtWqVZUWQYf7UNcX5sC1Ng9nutaHTomsS9Z/e9G36Sn56YcfDKvJnTjTtUbD4lqbB9faPLjW5uFq1zo7O9t1p9T16NFD+2i9U51VQkKCts6DWqdJrXFkpe7Gpu7MpsKm+nby1JdapHzHjh3aQ63LtGjRIhkxYoS2ftNtt90mX331VaXX2KeVNa3fpPj5+VWbGjrqPAAAOIsfM/XfWjTxKZe+LfVrNQIAAMD9NUqHk1qPaeHChfL111/L008/bRufPHmyNqaCqEsuuURuuOEGbaHwL7/8UptKpwKnu+++u0Fra9q0qfawUh1Nt956q/z73//W7qh34403yvz587U75lWc7qdYF/2ujn2QFhAQoHvOUeepi4rT+aqaUtenTx9bEFjbFD+4FhVuWlN2dX3tv/bgXrjW5uGM1/rg8dOyfcMG3djEQXFy7aD2htXkDpzxWqNhcK3Ng2ttHlxr83Dla51eyxI8Th04qS6iF154QfskDhw4oN2FTrn22mtl/Pjx8s4779gW67a/a93QoUNlypQpYoS77rpL625avHix/OEPf9DCsLCwMO05NRWwrtPbVIBW3bQ5R52nLuoTIKlA63xCLbgG9Q8f19ccuNbm4SzX+v1N+8Vi18wU7OctYwfFS0CAj5FluRVnudZoeFxr8+BamwfX2jxc7VoHNFCtjTKlTnUQpaamysGDB21hk9W8efPk7bfflr59+2rrFKmpY926dZNXX31V63Ty9GyUEqukupusYc+3335bZXhTWxJo31lUcR0lR50HAACjZeUXyidb9f+X3dE3WkIJmwAAAEypUTqcajNhwgTt4WxatGhh21ZhmZVa4NzLy0vKysq0xdBrYv/8xRdfrHvOfn2qup7H29tbOnToUI/PAgCAhvfu2lQpLrXY9n29PGX8wBhDawIAAIBxjGsfcgFqHamqprGpBb6t6x2tX7++xvWXVq5cqX1UnVu9evXSPafWi7IuFm49rirq/Bv+tyaGeo2PD78tBgA4j7zCEvlg/blfzCgje0RKqxDXWbsAAAAAjkXgVIOPP/7Ytq2m+VVcl0rJy8uTzz77rMrXq2lyP/zvNtBq4XT7NZsUta/GFXVcddPq1PnV+yjqDnoAADiTDzemSX5RqW3fw0NkUkKsoTUBAADADQOnb775Rnr06KE9Pvzww3q9Vh1vfa01rHG0BQsWaCvI1+SNN96QpUuXatsxMTEyaNAg3fMTJ06U0NBQbfvJJ5+UnJwc3fNqut3999+vfVQef/zxKt/nscce0z6WlpbKAw88YDveKjs7W5544gnbWljqfQEAcBaFJWUyf02KbuyaLhES26L+N7gAAACA+3B44KTuMPfoo4/K9u3btTWQbr/99nq9/rbbbpPw8HD55Zdf5E9/+pM0BHXHvMjISJk0aZK8//77snbtWq3eNWvWyKxZs2TgwIHyxz/+UTtWTXmbO3eutmaTPXXHuldeecW2vpNa9Pzdd9+VLVu2yH//+1+56qqrtEXPrZ9TUlJSlbUMHjxYbr31Vm3b+jr1UZ1Hna9fv36SlpamPa/er1mzZg3yZwIAwPn4fFuGHMsv0o1NTtTfIAQAAADm4/BFw3/66SfZu3evFtCoLqH68vDwkKlTp8qll14qO3fu1NY2SkxMdHSZcvz4ce3ueOpRHXUXuXfeeUeuvPLKKp+/7777JDMzU1566SU5cOCAjB8/vtIxw4cP185RE/W8mjKnOqqWL1+uPeypO/U999xzWkAGAICzKLOUy9xVybqx/nHN5dK2TQ2rCQAAAG7a4fTpp59qH1Wnjv1d2OpDve7qq6/Wtj/55BNxtO+++05ef/11GTlypFxyySXSqlUr7e5vak2luLg4GTVqlNZd9Pvvv2ufR01efPFFrTNKdXK1bdtW64hq2bKl9jo1PfDrr78Wf/+aF00NCAjQjlu4cKH2OvV6dR51PnVedX7VlQUAgDP5btcRScku0I3R3QQAAIAG6XDatGmT1qV0/fXXX9B5rrvuOq3jx3p3Nke66KKLtId12tyF6t+/v/a4UCpcqu8URAAAjKCm0M9eeUA31qVNiAzqEG5YTQAAAHDjDie1npGiAp0L0bFjR+1jamqqQ+oCAACOs+5Ajvyanlupu0n90gkAAABweOCUm5trW1T7Qlhfr9Y2AgAAzqVid1O75oEyrGuEYfUAAADAzQOnkJAQ7ePJkycv6DzW16t1lQAAgPPYkZ4rq/dl68buHRQr3l4O/7YCAAAALsrh3xm2aNFC+7h79+4LOs+ePXu0j2oBbQAA4Dxmr9J3N4UH+8nNPaMMqwcAAAAmCJz69OmjLST65ZdfXtB5vvjiC20diN69ezusNgAAcGFSswvkmx2HdWPjBrQXfx8vw2oCAACACQKnYcOGaR+XLVsma9asOa9zrFq1Snu9/fkAAIDx5q5OFkv5uf1gP2+5s187I0sCAACAGQKnUaNGSfv27bUup9GjR8u+ffvq9fq9e/fKmDFjtO4mdZ6bb77Z0SUCAIDzkJVfKJ9sTdeN3dE3WkIDfAyrCQAAACYJnHx8fOS1117TtrOysqRnz57y5ptvSkFBQY2vO3XqlEydOlV69eqlvU55/fXXxdvb29ElAgCA8/Du2lQpLrXY9n29PGX8wBhDawIAAIBzapA0Z+TIkfLiiy/K888/rwVNf/zjH+W5556TQYMGaQGUWgg8KChIe+7o0aPy888/y+rVq7V91RmlqNffdNNNDVEeAACop7zCEvlg/UHd2MgekdIqxN+wmgAAAOC8Gqx9SAVMUVFR8uCDD8rp06e1DqZvv/1We1TFGjQFBgbKjBkzZOzYsQ1VGgAAqKcPN6ZJflGpbd/DQ2RSQqyhNQEAAMBEU+rsjRs3TluTSXU4hYeHa6FSdQ/1/J/+9CfteMImAACcR2FJmcxfk6Ibu6ZLhMS2CDasJgAAADi3Bl8gqU2bNtqaTuqxa9cu2b59u+Tk5Eh+fr40adJEmjdvLpdeeql06dKloUsBAADn4fNtGXIsv0g3NjkxzrB6AAAA4PwadUVuFSoRLAEA4DrKLOUyZ+UB3Vj/uOZyadumhtUEAAAAk0+pAwAAru27XUckNee0bozuJgAAANSGwAkAAFRJrbE4a4W+u6lLmxAZ1CHcsJoAAADgGhp1Sh0AAHUNOg4dPyOFpWVGl+K0CgsL5fD/Go/2ZZ0Sf/9zd5BzlN2ZebIjI7dSd5OHukUdAAAAUAMCJwCAU8k9XSK3z9sguzLzjC7Fdf4b376pUd6tXfNAGdY1olHeCwAAAK6NKXUAAKfy6rLfCJuc1L2DYsXbi28dAAAAUDu+awQAOI1j+UWyeEu60WWgCi2a+MnNPaOMLgMAAAAugsAJAOA0FqxLkeJSi9FloIKLWjWR2Xf2FH8fL6NLAQAAgItgDScAgFPILyyR99cf1I2N6RUl/3fzpYbV5MzOnDkjy5Yt07aHDh0qAQEBRpcEAAAA2NDhBABwCos2pUl+4bk7rakboU1KiDO0JgAAAADnh8AJAGC4otIymbc6RTc2tHMriW8ZbFhNAAAAAM4fgRMAwHBLtmVIVn6RbmxyIt1NAAAAgKsicAIAGKrMUi5zVibrxvrFhkn36GaG1QQAAADgwhA4AQAM9f3uI5KcXaAbm5IUb1g9AAAAAC4cgRMAwDDl5eUya8UB3Vjn1iGS0CHcsJoAAAAAXDgCJwCAYdYn58j29Fzd2OSkOPFQt6gDAAAA4LIInAAAhpldYe2mtmEBMrxrhGH1AAAAAHAMAicAgCF2ZuTKqr3HdGOTEuLE24v/mgAAAABXx3f1AABDzFml724KD/aV0T2jDKsHAAAAgOMQOAEAGt3BnAL5+tdM3di4ATHi7+NlWE0AAAAAHIfACQDQ6N5enSyW8nP7Qb5ecmffdkaWBAAAAMCBCJwAAI3qWH6RLN6Srhu7vW+0hAb6GFYTAAAAAMcicAIANKoF61KkuNRi2/fx8pAJA2MNrQkAAACAYxE4AQAaTX5hiby//qBubET3SIkI9TesJgAAAACOR+AEAGg0izalSX5hqW3fw0NkUkKcoTUBAAAAcDwCJwBAoygqLZN5q1N0Y0M7t5L4lsGG1QQAAACgYRA4AQAaxZJtGZKVX6Qbm5xIdxMAAADgjgicAAANrsxSLnNWJuvG+sWGSffoZobVBAAAAKDhEDgBABrc97uPSHJ2gW5sSlK8YfUAAAAAaFgETgCABlVeXi6zVhzQjXVuHSIJHcINqwkAAABAwyJwAgA0qPXJObI9PVc3NjkpTjzULeoAAAAAuCUCJwBAg5pdYe2mtmEBMrxrhGH1AAAAAGh4BE4AgAazMyNXVu09phublBAn3l789wMAAAC4M77jBwA0mDmr9N1N4cG+MrpnlGH1AAAAAGgcBE4AgAZxMKdAvv41Uzc2bkCM+Pt4GVYTAAAAgMZB4AQAaBBvr04WS/m5/SBfL7mzbzsjSwIAAADQSAicAAAOdyy/SBZvSdeN3d43WkIDfQyrCQAAAEDjIXACADjcgnUpUlxqse37eHnIhIGxhtYEAAAAoPEQOAEAHCq/sETeX39QNzaie6REhPobVhMAAACAxkXgBABwqEWb0iS/sNS27+EhMikhztCaAAAAADQuAicAgMMUlZbJvNUpurGhnVtJfMtgw2oCAAAA0PgInAAADrNkW4Zk5RfpxiYn0t0EAAAAmA2BEwDAIcos5TJnZbJurF9smHSPbmZYTQAAAACMQeAEAHCI73cfkeTsAt3YlKR4w+oBAAAAYBwCJwDABSsvL5dZKw7oxjq3DpGEDuGG1QQAAADAOAROAIALtj45R7an5+rGJifFiYe6RR0AAAAA0yFwAgBcsIrdTW3DAmR41wjD6gEAAABgLAInAMAF2ZmRK6v3ZevGJiXEibcX/8UAAAAAZsVPAwCACzJnlf7OdOHBvjK6Z5Rh9QAAAAAwHoETAOC8HcwpkK9/zdSNje3fXvx9vAyrCQAAAIDxCJwAAOft7dXJYik/tx/k6yV39WtvZEkAAAAAnACBEwDgvBzLL5LFW9J1Y7f3jZbQQB/DagIAAADgHAicAADnZcG6FCkutdj2fbw8ZMLAWENrAgAAAOAcCJwAAPWWX1gi768/qBsb0T1SIkL9DasJAAAAgPMgcAIA1NuiTWmSX1hq2/fwEJmUEGdoTQAAAACcB4ETAKBeikrLZN7qFN3Y0M6tJL5lsGE1AQAAAHAuBE4AgHpZsi1DsvKLdGOTE+luAgAAAHAOgRMAoM7KLOUyZ2WybqxfbJh0j25mWE0AAAAAnA+BEwCgzr7ffUSSswt0Y1OS4g2rBwAAAIBzInACANRJeXm5zFpxQDfWuXWIJHQIN6wmAAAAAM6JwAkAUCfrk3Nke3qubmxyUpx4qFvUAQAAAIAdAicAQJ1U7G5qGxYgw7tGGFYPAAAAAOdF4AQAqNXOjFxZvS9bNzYpIU68vfhvBAAAAEBl/KQAAKjV7JX67qbwYF8Z3TPKsHoAAAAAODcCJwBAjQ7mFMjSHYd1Y2P7txd/Hy/DagIAAADg3AicAAA1ent1sljKz+0H+XrJXf3aG1kSAAAAACdH4AQAqNax/CJZvCVdN3Z732gJDfQxrCYAAAAAzo/ACQBQrQXrUqS41GLb9/HykAkDYw2tCQAAAIDzI3ACAFQpv7BE3l9/UDc2onukRIT6G1YTAAAAANdA4AQAqNKiTWmSX1hq2/fwEJmUEGdoTQAAAABcA4ETAKCSotIymbc6RTc2tHMriW8ZbFhNAAAAAFwHgRMAoJIl2zIkK79INzY5ke4mAAAAAHVD4AQA0CmzlMuclcm6sX6xYdI9uplhNQEAAABwLQROAACd73cfkeTsAt3YlKR4w+oBAAAA4HoInAAANuXl5TJrxQHdWOfWIZLQIdywmgAAAAC4HgInAIDN+uQc2Z6eqxubnBQnHuoWdQAAAABQRwROAACbit1NbcMCZHjXCMPqAQAAAOCaCJwAAJqdGbmyel+2bmzSoFjx9uK/CgAAAAD1w08RAADN7JX67qbmQb4yuldbw+oBAAAA4LoInAAAcjCnQJbuOKwbGzegvfj7eBlWEwAAAADXReAEAJC3VyeLpfzcfpCvl9zVr72RJQEAAABwYQROAGByx/KLZPGWdN3Y7X2jJTTQx7CaAAAAALg2AicAMLkF61KkuNRi2/fx8pAJA2MNrQkAAACAayNwAgATyy8skffXH9SNjegeKRGh/obVBAAAAMD1mTZw2rJli/z1r3+VoUOHSlRUlPj5+UlwcLB07NhRxo0bJ2vWrKnX+b755hsZMWKE7Vzqo9pX43VVWloqs2fPlkGDBkmLFi0kICBA4uLi5L777pNdu3adx2cJADVbtClN8gtLbfseHiKTEuIMrQkAAACA6/MWE0pISJDVq1dXGi8uLpZ9+/ZpjwULFsjdd98tb7/9tvj6+lZ7LovFIpMmTZL58+frxjMyMrTHkiVLZOLEiTJnzhzx9Kw+38vOzpbhw4fL5s2bdePJyckyd+5cee+992TGjBnauQDAEYpKy2Te6hTd2NDOrSS+ZbBhNQEAAABwD6bscMrMzNQ+tmnTRh5++GH55JNPZNOmTbJ+/Xr517/+JZGRkdrz77//vowdO7bGcz3zzDO2sKl79+6yaNEi7Vzqo9pX5s2bJ88++2y15ygrK9O6oaxh08iRI7XOqI0bN8q0adOkZcuWUlRUpHU61adjCgBqsmRbhmTlF+nGJifS3QQAAADgwpmyw6lTp07y97//XUaNGiVeXl665/r16yd33XWXDBgwQPbu3asFR5MnT9a6oipSz7/22mvadq9evWTVqlXaNDild+/ecsMNN0hiYqI2fe/VV1+V8ePHS3x8fKXzqO4l6xS++++/X2bOnGl7rk+fPjJs2DDp2bOn5OXlyUMPPSR79uwRb29TXjoADlJmKZc5K5N1Y/1iw6R7dDPDagIAAADgPkzZ4fTVV1/JmDFjKoVNVuHh4fL666/b9lUHVFWmTp2qrbukTJ8+3RY2WQUGBmrjijrujTfeqPI81tAqLCxMC6YqUiHVU089pW3v379fPv/88zp+pgBQte93H5Hk7ALd2JSkyoE4AAAAAJwPUwZOdXHFFVfYtg8cOFDp+fLycvniiy9sHVOqM6oqavyiiy7SttXx6nUVu6RUx5KiQjAVUlXFfmofgROAC6H+HZq1Qv/vWufWIZLQIdywmgAAAAC4FwKnaqg1k6yq6oRKSUmxrQWlps3VxPq8WkQ8NTVV95z93fBqOk9ERIR2Bz1l7dq1df48AKCi9ck5sj09Vzc2OSlOPNQt6gAAAADAAQicqrFy5Urb9sUXX1zp+d27d9u2VYdTTeyft3YzXch5Dh06JAUF+qkwAFBXFbub2oYFyPCuEYbVAwAAAMD9sPJ0FSwWi/zzn/+07aupbhWlp6fbtqOiomo8X9u2bW3bKiy60POo6TDqddapenVh/z5VOXz4sG37zJkz2gPuo7CwsMptmO9a7z6cL6v3ZevGxvZrKyXFRVLSKBXCUfh7bR5ca/PgWpsH19o8uNbm4crX+kwD/fxP4FQFtbj3pk2btO2RI0dqd4irKD8/37YdHBxc4/mCgoJs26dOnWqQ89TGPvSqjbrbnlo4He5JXV+Y91ov2Oupa24N9i6XkOzdsmzZuW5LuB7+XpsH19o8uNbmwbU2D661ebjatc7O1v9C2lGYUlfFVLonn3xS227ZsqXMmjWryuPsE0tfX98az+nn51dtcuio8wBAbbILRX7J0a/TlNjaIr5V37ATAAAAAM4bHU52du3aJSNGjJDS0lLx9/eXjz/+WAudqqKetyouLq7zAuQBAQE1nsd+vz7nqU3FqXxVTanr06ePtp2QkFDr9D64FhVsWlN2dX1r+jqD+17rF776Xcolw7Yf6Oslz902SEIDfAypFReGv9fmwbU2D661eXCtzYNrbR6ufK3Ta1mC53wRONnddW7o0KFy4sQJ7a50H330kfZFUp0mTZrUeXqb/QLfFafNVTxPTV+UNZ2nNvUJkFSYVd9AC65DfY1xfc13rY/lF8nn28+t1abc0TdaIsJCDKoOjsTfa/PgWpsH19o8uNbmwbU2D1e71gENVCtT6kQkMzNTrrzySu2jui34O++8IzfeeGOdA5za0kD77qKKaymdz3lUjXQgAaiPBetSpLjUYtv38fKQCQNjDa0JAAAAgPsyfeCkFse66qqrJDk5WdufPn263H333bW+rnPnzrbt3377rcZj7Z+/+OKLL/g8KrSyX0AcAGqSX1gi768/qBsb0T1SIkJdp80XAAAAgGsxdeCUm5srV199tezeffbuTP/85z/lgQceqNNrY2JipE2bNraFxmtinccZGRkp7du31z03cOBA23ZN5zly5Ijs3btX2x4wYECdagQAZdGmNMkvLLXte3iITEqIM7QmAAAAAO7NtIHT6dOn5dprr5Wff/5Z23/mmWfkiSeeqPPr1bQ267Q71Xm0YcOGKo9T49bOJHW8ep29jh072rqeFi9erNVVlQULFti21cLmAFAXRaVlMm91im5saOdWEt+yfuvAAQAAAEB9mDJwUneDU6HN2rVrtf2HH35YXn755Xqf55FHHtEWGFcefPBBOXPmjO55ta/GFW9vb+34qjz22GPax+PHj8uf//znSs8fOHBA/vGPf2jb8fHxBE4A6mzJtgzJyj93h0tlciLdTQAAAAAalinvUnfbbbfJsmXLtO3BgwfLhAkTZOfOndUe7+vrq3UiVaTGHn/8cW0q3pYtW7SpbqpLKi4uTguJXnnlFdm2bZt2rDquQ4cOVZ7/nnvu0RYqVwHYzJkztelz9957rzRr1kw2bdokL730kuTl5Ymnp6dMmzZNC68AoDZllnKZs/Ls+nRW/WLDpHt0M8NqAgAAAGAOpkwuPvvsM9v2Tz/9JJdcckmNx7dr105SU1OrfO5vf/ubZGVlaYGRCpduvfXWSseoQKumDirVJbVkyRIZPny4bN68WT799FPtYc/Pz09mzJghw4YNq8NnCAAiP/5+TJKzC3RjU5LiDasHAAAAgHmYckqdI6muo/nz58vXX3+trdGkFhJXHVHqo9pfunSpzJs3TzuuJuHh4bJu3Tp56623tIXEmzdvLv7+/hIbG6t1O23dulUmTpzYaJ8XANdWXi4yb43+znSdW4dIQodww2oCAAAAYB6m7HAqVz+JOZjqTlKPC6Gmyk2ZMkV7AMCF2J/nITsy83Vjk5PiKt24AAAAAAAaAh1OAOCGfsjQB0ttwwJkeNcIw+oBAAAAYC4ETgDgZtILRH7L1f/zPmlQrHh78U8+AAAAgMbBTx8A4GZ+yND/0948yFdG92prWD0AAAAAzMeUazgBcLy9R/Nl9soDkn7ijNGlmJrFYpFfcvTT6cYNaC/+Pl6G1QQAAADAfAicAFywU0Wlcvf8TXIkr9DoUqA5FzgF+XrJXf3aG1oNAAAAAPNhSh2AC/bRpjTCJid1e99oCQ30MboMAAAAACZD4ATgghSXWmTe6hSjy0AVIpv6y+TEOKPLAAAAAGBCTKkDcEGW/JJRqbvpT1d1lKZBvobVZGYlxcWyZ88eCfQWmTyitzQP9jO6JAAAAAAmROAE4LxZLOXaQuH2+sSEyYNDOhhWk9mdOXNGlp3YrW03DWAqHQAAAABjMKUOwHn7fs9RST5WoBubksQULgAAAAAwOwInAOelvLxcZq3Qdzd1imgiSR1bGFYTAAAAAMA5EDgBOC8bU47LL4dOVupu8vDwMKwmAAAAAIBzIHACcF4qdjdFNQuQa7u1NqweAAAAAIDzIHACUG+7M/Nk5d5jurFJCbHi7cU/KQAAAAAAAicA56HinenCgnxldM+2htUDAAAAAHAuBE4A6iUt57R89Wumbmxc//YS4OtlWE0AAAAAAOdC4ASgXt5enSyW8nP7gb5ectfl7YwsCQAAAADgZAicANRZ9qkiWbzlkG7s9j7R0jTQ17CaAAAAAADOh8AJQJ0tWJsqRaUW276Pl4dMGBRjaE0AAAAAAOdD4ASgTk4Vlcr761N1YzddFimtQwMMqwkAAAAA4JwInADUyUeb0iSvsFQ3dl9irGH1AAAAAACcF4ETgFoVl1pk3uoU3djQzq0kvmUTw2oCAAAAADgvAicAtVryS4YcySvUjU1OijOsHgAAAACAcyNwAlAji6VcZq88oBvrGxMmPaKbGVYTAAAAAMC5ETgBqNH3e45K8rEC3RjdTQAAAACAmhA4AahWeXm5zFqh727qFNFEkjq2MKwmAAAAAIDzI3ACUK2NKcfll0MndWNTkuLEw8PDsJoAAAAAAM6PwAlAtSp2N0U1C5Bru7U2rB4AAAAAgGsgcAJQpd2ZebJy7zHd2KSEWPH24p8NAAAAAEDN+MkRQJUq3pkuLMhXRvdsa1g9AAAAAADXQeAEoJK0nNPy1a+ZurFx/dtLgK+XYTUBAAAAAFwHgROASt5enSyW8nP7gb5ectfl7YwsCQAAAADgQgicAOhknyqSxVsO6cZu7xMtTQN9DasJAAAAAOBaCJwA6CxYmypFpRbbvo+Xh0wYFGNoTQAAAAAA10LgBMDmVFGpvL8+VTd202WR0jo0wLCaAAAAAACuh8AJgM2ijWmSV1iqG7svMdawegAAAAAAronACYCmqLRM5q1J1o0N7dxK4ls2MawmAAAAAIBrInACoPliW6YczSvSjU1OijOsHgAAAACA6yJwAiAWS7nMXnVAN9Y3Jkx6RDczrCYAAAAAgOsicAIgy3YfleRjBboxupsAAAAAAOeLwAkwufLycpm1Ut/d1CmiiSR1bGFYTQAAAAAA10bgBJjchuTjsv3QSd3YlKQ48fDwMKwmAAAAAIBrI3ACTG52he6mqGYBcm231obVAwAAAABwfQROgIntysyVlXuP6cYmJcSKtxf/NAAAAAAAzh8/VQImNmdlsm6/eZCvjO7Z1rB6AAAAAADugcAJMKm0nNPy1a+ZurGx/dtLgK+XYTUBAAAAANwDgRNgUm+vThZL+bn9QF8vuevydkaWBAAAAABwEwROgAllnyqSxVsO6cZu7xMtTQN9DasJAAAAAOA+CJwAE1qwNlWKSi22fR8vD5kwKMbQmgAAAAAA7oPACTCZgqJSeX99qm7spssipXVogGE1AQAAAADcC4ETYDKLt2ZKXmGpbuy+xFjD6gEAAAAAuB8CJ8BE1Cy6BRvSdGNDO7eS+JZNDKsJAAAAAOB+CJwAE9mS7SFZ+cW6sclJcYbVAwAAAABwTwROgElYykV+zND/le8bEyY9opsZVhMAAAAAwD0ROAEmseO4h2QVeujG6G4CAAAAADQEAifABMrLy+XHTP1f904RTSSpYwvDagIAAAAAuC8CJ8AENh88KQdP6bubpiTFiYeHfgwAAAAAAEcgcAJMYN7ag7r9qGYBcm231obVAwAAAABwbwROgJvblZkrq/cf141NSogVby/++gMAAAAAGgY/cQJubs7KZN1+WKCPjO7Z1rB6AAAAAADuj8AJcGNpOaflq18zdWN39o2SAF8vw2oCAAAAALg/AifAjb29Olks5ef2/TzL5fbeUUaWBAAAAAAwAQInwE1lnyqSxVsO6cYub1UuoQE+htUEAAAAADAHAifATS1YmypFpRbbvpdHuVzR+tw+AAAAAAANhcAJcEOnikrl/fWpurFe4eXS1M+wkgAAAAAAJkLgBLihRRvTJK+wVDc2uA3dTQAAAACAxkHgBLiZotIymbcmWTc2pFO4RAQaVhIAAAAAwGQInAA388W2TDmaV6QbmzignWH1AAAAAADMh8AJcCMWS7nMXnVAN9Y3Jkwuiwo1rCYAAAAAgPkQOAFuZNnuo5J8rEA3NjkpzrB6AAAAAADmROAEuIny8nKZtVLf3dQpookkdWxhWE0AAAAAAHMicALcxIbk47L90End2JSkOPHw8DCsJgAAAACAORE4AW5idoXupqhmAXJtt9aG1QMAAAAAMC8CJ8AN7MrMlZV7j+nGJiXEircXf8UBAAAAAI2Pn0YBNzBnZbJuv3mQr4zu2dawegAAAAAA5kbgBLi4tJzT8tWvmbqxsf3bS4Cvl2E1AQAAAADMjcAJcHFvr04WS/m5/SBfL7n78vZGlgQAAAAAMDkCJ8CFZZ8qksVbDunGbusTLaGBPobVBAAAAAAAgRPgwhasTZWiUott38fLQyYMijG0JgAAAAAACJwAF3WqqFTeX5+qG7vpskhpHRpgWE0AAAAAACgEToCLWrQxTfIKS237Hh4i9yXGGloTAAAAAAAKgRPggopKy2TemmTd2FUXt5L4lk0MqwkAAAAAACsCJ8AFfbEtU47mFenGJifFGVYPAAAAAAD2CJwAF2OxlMvsVQd0Y31jwqRHdDPDagIAAAAAwB6BE+Bilu0+KsnHCnRjdDcBAAAAAJwJgRPgQsrLy2XWSn13U6eIJpLUsYVhNQEAAAAAUBGBE+BCNiQfl+2HTurGpiTFiYe6RR0AAAAAAE6CwAlwIRW7m6KaBci13VobVg8AAAAAAFUhcAJcxK7MXFm195hubFJCrHh78dcYAAAAAOBc+EkVcBGzVybr9psH+cronm0NqwcAAAAAgOoQOAEuIC3ntHz9a6ZubGz/9hLg62VYTQAAAAAAVIfACXABb69OFkv5uf0gXy+5+/L2RpYEAAAAAEC1CJwAJ5d9qkgWbzmkG7utT7SEBvoYVhMAAAAAADUhcAKc3IK1qVJUarHt+3h5yIRBMYbWBAAAAABATQicACd2qqhU3l+fqhu76bJIaR0aYFhNAAAAAADUhsAJcGKLNqZJXmGpbd/DQ+S+xFhDawIAAAAAoDYEToCTKiotk3lrknVjV13cSuJbNjGsJgAAAAAA6sK0gVNWVpZ89dVX8pe//EWGDRsm4eHh4uHhoT3Gjh1b7/N98803MmLECImKihI/Pz/to9pX43VVWloqs2fPlkGDBkmLFi0kICBA4uLi5L777pNdu3bVuya4ti+2ZcrRvCLd2OSkOMPqAQAAAACgrrzFpFq1auWQ81gsFpk0aZLMnz9fN56RkaE9lixZIhMnTpQ5c+aIp2f1+V52drYMHz5cNm/erBtPTk6WuXPnynvvvSczZszQzgX3Z7GUy+xVB3RjfWPCpEd0M8NqAgAAAACgrkzb4WQvOjpahg4del6vfeaZZ2xhU/fu3WXRokWyadMm7aPaV+bNmyfPPvtstecoKyvTuqGsYdPIkSO1zqiNGzfKtGnTpGXLllJUVKR1OtWnYwqua9nuo5J8rEA3NoXuJgAAAACAizBth5OaSte7d2/tobqdUlNTJSamfrea37t3r7z22mvadq9evWTVqlXaNDhFnfeGG26QxMRE2bJli7z66qsyfvx4iY+Pr3Qe1b20Zs0abfv++++XmTNn2p7r06ePNuWvZ8+ekpeXJw899JDs2bNHvL1Ne+ncXnl5ufx/e3cCb1O9/3/8eziOeVamZB7LjUKElAqFpEFuJRUSGm+3+pXSnCjpNiBCgyZUypBG6SJE6ppFRyVkLPNw2P/H+3v/a919ztnT2Xsde5+zX8/HY7POXmt/99r7u4a9Puvz/X5Hz82c3dSwcinTrt5JcVsnAAAAAAByImkznB599FHTpUuXmJrWPf/887bfJXnxxRfdYJOjWLFi9nnRciNHjgxYjhO0KleunA1MZaUg1f3332+n169fbz788MOo1xmJb+HPu8yPv/2Z6blb2tWy/YsBAAAAAJAXJG3AyYsslI8++shON2jQwLRs2TLgcnq+fv36dlrL63VZs6SUsSQ9evSwQapA/DsyJ+CUv2XNbqpWrqjp3Lhy3NYHAAAAAICcIuAUpfT0dLN582Y7rWZzoTjz1Ym4mu75c5rShSunUqVKpl69enZ6/vz5Ma07EtfKzX+Zb9Ztz/TczW1rmdSC7KoAAAAAgLyDq9gorVq1yp1WhlMo/vOdbKZYyvntt9/M/v2ZO5RG/jBm7s+Z/i5fPM1c1axa3NYHAAAAAIBo0PN0lDZt2uROn3LKKSGXrVbtfwEDBYtiLUfN8vQ6p6leTtc3kC1btrjTBw8etA+cWL/tPmhm/ue/WXOOa1tUNb6MI+bgf7sKi9qhQ4cCTiP/oa6TB3WdPKjr5EFdJw/qOnlQ18kjL9f1wVy6/ifgFKW9e/e60yVKlAi5bPHixd3pffv25Uo54fgHvcLRaHsVKlTIUfmI3eSfC5jjvv8lHRYu4DOV9/1kPvvsJ0/fR/WL5EBdJw/qOnlQ18mDuk4e1HXyoK6TR16r6x07duRKuTSpi5J/xDItLS3ksoULFw4aOfSqHORte44Ys3hb5lHoWlX0mWKEhAEAAAAAeRCXs1EqUqSIO33kyJGQyx4+fNidLlq0aMhy/P/OSTnhZG3KF6hJXYsWLez0ueeeG7Z5X6JYvXWvSd9xwOR1S9bvNEd9W92/CxVIMQ/3bGMqlQq+PeSEAptOlF31G2o7Q95GXScP6jp5UNfJg7pOHtR18qCuk0derutNYbrgiRYBpyiVLFky4uZt/h18Z202l7WcUBtlqHLCyUkAScGsnAa04mX26o1m7DeZO9rODy5rWtXUrFg2V8rWNpZX6hexoa6TB3WdPKjr5EFdJw/qOnlQ18kjr9V10VxaV5rURck/gBMuGuifXZS1L6VoyklJSckzGUjIuZQUY/q3qxXv1QAAAAAAIGoEnKLUqFEjd3rNmjUhl/Wf37Bhw5jLUdDKvwNx5C+dG1c2dU7+X+YbAAAAAAB5DU3qolSzZk1TpUoVs3nzZjN37tyQyzrtOKtWrWpq1KiRaV6bNm3caZXTs2fPgGVs3brVrFu3zk63bt3ag0+QP5xUorCpX7FkvslsOrN6WfPAJZmDkgAAAAAA5DUEnKKkZm3dunUzo0ePtplHCxcuNC1btsy2nJ53MpO0vF7nr169ejbrafXq1Wby5MlmxIgRplixYtnKee2119zp7t2758pnyov6nVvLPgAAAAAAQOKgSV0M7rzzTlOwYEE7fdttt5mDBw9mmq+/9bykpqba5QP55z//af/ftWuXuffee7PN37Bhgxk6dKidrlOnDgEnAAAAAACQ0JI2w2nevHlm/fr17t87duxwp/W8f0aR3HDDDdnKUHbSPffcY55++mmzZMkS29TtvvvuM7Vr17ZBomHDhplly5bZZbVc3bp1A65L7969zYQJE8z8+fPNyy+/bJvP9evXz5QtW9YsXrzYPP7442bPnj2mQIEC5oUXXrDBKwAAAAAAgESVtJGLV1991bz++usB5ynwo0e4gJM8+eSTZtu2bTZgpOBSoD6Y+vTpY5544omg66IsqWnTpplLLrnEfPfdd+b999+3D3+FCxc2L730krn44osj/IQAAAAAAADxQZO6GCnraPz48WbmzJm2jyZ1JJ6Wlmb/19+zZs2ywS0tF0qFChXMggULzKhRo2xH4uXLlzdFihQxtWrVstlOS5cuNX379j1hnwsAAAAAACBaSZvhpCZzWZvNxULZSXrEQk3lBgwYYB8AAAAAAAB5FRlOAAAAAAAA8BQBJwAAAAAAAHiKgBMAAAAAAAA8RcAJAAAAAAAAniLgBAAAAAAAAE8RcAIAAAAAAICnCDgBAAAAAADAUwScAAAAAAAA4CkCTgAAAAAAAPAUAScAAAAAAAB4ioATAAAAAAAAPEXACQAAAAAAAJ4i4AQAAAAAAABPEXACAAAAAACApwg4AQAAAAAAwFMEnAAAAAAAAOApAk4AAAAAAADwFAEnAAAAAAAAeIqAEwAAAAAAADyV6m1xyKsyMjLc6S1btsR1XeC9gwcPmh07dtjpTZs2maJFi8Z7lZBLqOvkQV0nD+o6eVDXyYO6Th7UdfLIy3W9xS8G4B8biBUBJ1jbt293p1u0aBHXdQEAAAAAAPGJDdSoUcOTsmhSBwAAAAAAAE+l+Hw+n7dFIi86dOiQWb58uZ0+6aSTTGoqyW/5iVIkncy1xYsXm8qVK8d7lZBLqOvkQV0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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "df = pd.DataFrame(parametric.results)\n", "\n", diff --git a/examples/fixed_bottom_installations.ipynb b/examples/fixed_bottom_installations.ipynb index fce8ca22..423c3bfe 100644 --- a/examples/fixed_bottom_installations.ipynb +++ b/examples/fixed_bottom_installations.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ca5a8f8f", + "id": "85e83126", "metadata": {}, "source": [ "# Fixed-Bottom Substructure Installation Models in ORBIT\n", @@ -23,19 +23,10 @@ }, { "cell_type": "code", - "execution_count": 1, - "id": "7fa10011", + "execution_count": null, + "id": "c2847a7a", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "UserWarning: /var/folders/q5/tfpytqxn0r396dfg7rk5sj8rwq9tvv/T/ipykernel_51135/4204870401.py:19\n", - "Could not infer format, so each element will be parsed individually, falling back to `dateutil`. To ensure parsing is consistent and as-expected, please specify a format.\n" - ] - } - ], + "outputs": [], "source": [ "import copy\n", "from pprint import pprint\n", @@ -62,7 +53,7 @@ }, { "cell_type": "markdown", - "id": "01c2371f", + "id": "e1968100", "metadata": {}, "source": [ "## Load The Configurations\n", @@ -74,8 +65,8 @@ }, { "cell_type": "code", - "execution_count": 2, - "id": "09f5cedc", + "execution_count": null, + "id": "58f1254e", "metadata": {}, "outputs": [], "source": [ @@ -89,7 +80,7 @@ }, { "cell_type": "markdown", - "id": "b4367670", + "id": "97307466", "metadata": {}, "source": [ "The primary differences between these projects deal with the installation strategies, and\n", @@ -105,25 +96,10 @@ }, { "cell_type": "code", - "execution_count": 3, - "id": "91d17d9b", + "execution_count": null, + "id": "886345ff", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Monopile and Turbine Installation (Heavy Lift Vessel for Monopile Installation, WTIV for Turbine Installation)\n", - "Install phases: ['ArrayCableInstallation', 'ExportCableInstallation', 'TurbineInstallation', 'OffshoreSubstationInstallation', 'ScourProtectionInstallation', 'MonopileInstallation']\n", - "\n", - "Gravity-Based Foundation Intallation (Substructure-Turbine Assembly Tow-out, no WTIV)\n", - "Install phases: ['ArrayCableInstallation', 'ExportCableInstallation', 'GravityBasedInstallation', 'OffshoreSubstationInstallation']\n", - "\n", - "Gravity-Based Foundation and Turbine Intallation (Substructure Tow-out, WTIV for Turbine Installation)\n", - "Install phases: ['ArrayCableInstallation', 'ExportCableInstallation', 'GravityBasedInstallation', 'OffshoreSubstationInstallation', 'TurbineInstallation']\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"Monopile and Turbine Installation (Heavy Lift Vessel for Monopile Installation, WTIV for Turbine Installation)\")\n", "print(f\"Install phases: {list(case1_config['install_phases'].keys())}\\n\")\n", @@ -135,7 +111,7 @@ }, { "cell_type": "markdown", - "id": "29a75661", + "id": "31335c89", "metadata": {}, "source": [ "## Run The Three Cases\n", @@ -145,18 +121,10 @@ }, { "cell_type": "code", - "execution_count": 4, - "id": "806fb068", + "execution_count": null, + "id": "269b7900", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n" - ] - } - ], + "outputs": [], "source": [ "case1_project = ProjectManager(case1_config, weather=weather)\n", "case1_project.run()\n", @@ -170,7 +138,7 @@ }, { "cell_type": "markdown", - "id": "0b8891c0", + "id": "5291ed21", "metadata": {}, "source": [ "## Results Comparison\n", @@ -180,207 +148,10 @@ }, { "cell_type": "code", - "execution_count": 5, - "id": "812389f2", + "execution_count": null, + "id": "c19b2345", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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Monopiles + WTIVGBF-Turbine Assembly Tow-outGBF Tow-out + WTIV
CapEx Component
Array System61,594,99361,594,99361,594,993
Array System Installation58,448,33558,448,33558,448,335
Export System358,235,289358,235,289358,235,289
Export System Installation24,499,85924,499,85924,499,859
Offshore Substation307,307,330307,307,330307,307,330
Offshore Substation Installation5,095,6005,095,6005,095,600
Onshore Substation000
Project355,000,000355,000,000355,000,000
Scour Protection6,618,00000
Scour Protection Installation14,748,98900
Soft743,889,072605,889,505664,148,782
Substructure554,716,392285,000,000285,000,000
Substructure Installation53,356,40353,289,84736,496,243
Turbine1,275,000,0001,275,000,0001,275,000,000
Turbine Installation95,293,403095,293,403
Total3,913,803,6673,389,360,7593,526,119,835
\n", - "
" - ], - "text/plain": [ - " Monopiles + WTIV \\\n", - "CapEx Component \n", - "Array System 61,594,993 \n", - "Array System Installation 58,448,335 \n", - "Export System 358,235,289 \n", - "Export System Installation 24,499,859 \n", - "Offshore Substation 307,307,330 \n", - "Offshore Substation Installation 5,095,600 \n", - "Onshore Substation 0 \n", - "Project 355,000,000 \n", - "Scour Protection 6,618,000 \n", - "Scour Protection Installation 14,748,989 \n", - "Soft 743,889,072 \n", - "Substructure 554,716,392 \n", - "Substructure Installation 53,356,403 \n", - "Turbine 1,275,000,000 \n", - "Turbine Installation 95,293,403 \n", - "Total 3,913,803,667 \n", - "\n", - " GBF-Turbine Assembly Tow-out \\\n", - "CapEx Component \n", - "Array System 61,594,993 \n", - "Array System Installation 58,448,335 \n", - "Export System 358,235,289 \n", - "Export System Installation 24,499,859 \n", - "Offshore Substation 307,307,330 \n", - "Offshore Substation Installation 5,095,600 \n", - "Onshore Substation 0 \n", - "Project 355,000,000 \n", - "Scour Protection 0 \n", - "Scour Protection Installation 0 \n", - "Soft 605,889,505 \n", - "Substructure 285,000,000 \n", - "Substructure Installation 53,289,847 \n", - "Turbine 1,275,000,000 \n", - "Turbine Installation 0 \n", - "Total 3,389,360,759 \n", - "\n", - " GBF Tow-out + WTIV \n", - "CapEx Component \n", - "Array System 61,594,993 \n", - "Array System Installation 58,448,335 \n", - "Export System 358,235,289 \n", - "Export System Installation 24,499,859 \n", - "Offshore Substation 307,307,330 \n", - "Offshore Substation Installation 5,095,600 \n", - "Onshore Substation 0 \n", - "Project 355,000,000 \n", - "Scour Protection 0 \n", - "Scour Protection Installation 0 \n", - "Soft 664,148,782 \n", - "Substructure 285,000,000 \n", - "Substructure Installation 36,496,243 \n", - "Turbine 1,275,000,000 \n", - "Turbine Installation 95,293,403 \n", - "Total 3,526,119,835 " - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# The breakdown of project costs by module is available at 'capex_breakdown'\n", "\n", @@ -396,8 +167,8 @@ }, { "cell_type": "code", - "execution_count": 6, - "id": "b5c1b5d7", + "execution_count": null, + "id": "693a9a5f", "metadata": {}, "outputs": [], "source": [ @@ -498,28 +269,17 @@ }, { "cell_type": "code", - "execution_count": 7, - "id": "cba7a55c", + "execution_count": null, + "id": "135d456c", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plot_capex_comparison(df, 50, 750, top_limit=4500)" ] }, { "cell_type": "markdown", - "id": "dd77bdc9", + "id": "07fa67fc", "metadata": {}, "source": [ "### Substructure and Turbine Installation CapEx Breakdown" @@ -527,84 +287,10 @@ }, { "cell_type": "code", - "execution_count": 8, - "id": "4d719de4", + "execution_count": null, + "id": "3902e270", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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Monopiles + WTIVGBF-Turbine Assembly Tow-outGBF Tow-out + WTIV
CapEx Component
Substructure Installation53,356,40353,289,84736,496,243
Turbine Installation95,293,403095,293,403
Total148,649,80753,289,847131,789,647
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" - ], - "text/plain": [ - " Monopiles + WTIV GBF-Turbine Assembly Tow-out \\\n", - "CapEx Component \n", - "Substructure Installation 53,356,403 53,289,847 \n", - "Turbine Installation 95,293,403 0 \n", - "Total 148,649,807 53,289,847 \n", - "\n", - " GBF Tow-out + WTIV \n", - "CapEx Component \n", - "Substructure Installation 36,496,243 \n", - "Turbine Installation 95,293,403 \n", - "Total 131,789,647 " - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "sub_turb_install_df = df.loc[[\"Substructure Installation\", \"Turbine Installation\"]]\n", "sub_turb_install_df.loc[\"Total\"] = sub_turb_install_df.sum(axis=0)\n", @@ -613,7 +299,7 @@ }, { "cell_type": "markdown", - "id": "d59b269c", + "id": "89ec29aa", "metadata": {}, "source": [ "### Comparing Installation Timing\n", @@ -627,21 +313,10 @@ }, { "cell_type": "code", - "execution_count": 9, - "id": "fa373d70", + "execution_count": null, + "id": "c724c45c", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig = plt.figure(figsize=(10, 4))\n", "ax = fig.add_subplot(111)\n", diff --git a/examples/introduction.ipynb b/examples/introduction.ipynb index 4e508ebe..40fc9611 100644 --- a/examples/introduction.ipynb +++ b/examples/introduction.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ae28a253", + "id": "5dbde796", "metadata": {}, "source": [ "(intro-tutorial)=\n", @@ -21,8 +21,8 @@ }, { "cell_type": "code", - "execution_count": 1, - "id": "e8bbe65d", + "execution_count": null, + "id": "80c2ac91", "metadata": {}, "outputs": [], "source": [ @@ -37,7 +37,7 @@ }, { "cell_type": "markdown", - "id": "5f0d8434", + "id": "a20e3716", "metadata": {}, "source": [ "While this introduction will focus on the monopile design and installation to highlight working with\n", @@ -47,63 +47,27 @@ }, { "cell_type": "code", - "execution_count": 2, - "id": "4ce7d872", + "execution_count": null, + "id": "1fe2a130", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['MonopileDesign',\n", - " 'ScourProtectionDesign',\n", - " 'SparDesign',\n", - " 'SemiSubmersibleDesign',\n", - " 'MooringSystemDesign',\n", - " 'ArraySystemDesign',\n", - " 'CustomArraySystemDesign',\n", - " 'ElectricalDesign',\n", - " 'ExportSystemDesign',\n", - " 'OffshoreSubstationDesign',\n", - " 'OffshoreFloatingSubstationDesign']\n" - ] - } - ], + "outputs": [], "source": [ "pprint(design_phases)" ] }, { "cell_type": "code", - "execution_count": 3, - "id": "fb49f745", + "execution_count": null, + "id": "a814f0a8", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['MonopileInstallation',\n", - " 'JacketInstallation',\n", - " 'ScourProtectionInstallation',\n", - " 'GravityBasedInstallation',\n", - " 'MooredSubInstallation',\n", - " 'MooringSystemInstallation',\n", - " 'TurbineInstallation',\n", - " 'ArrayCableInstallation',\n", - " 'ExportCableInstallation',\n", - " 'OffshoreSubstationInstallation',\n", - " 'FloatingSubstationInstallation']\n" - ] - } - ], + "outputs": [], "source": [ "pprint(install_phases)" ] }, { "cell_type": "markdown", - "id": "3e35d789", + "id": "a09d4369", "metadata": {}, "source": [ "## Configuration Basics\n", @@ -119,84 +83,27 @@ }, { "cell_type": "code", - "execution_count": 4, - "id": "0e6496e2", + "execution_count": null, + "id": "5c09b015", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'monopile_design': {'air_density': 'kg/m3 (optional)',\n", - " 'load_factor': 'float (optional)',\n", - " 'material_factor': 'float (optional)',\n", - " 'monopile_density': 'kg/m3 (optional)',\n", - " 'monopile_modulus': 'Pa (optional)',\n", - " 'monopile_steel_cost': 'USD/t (optional)',\n", - " 'monopile_tp_connection_thickness': 'm (optional)',\n", - " 'soil_coefficient': 'N/m3 (optional)',\n", - " 'tp_steel_cost': 'USD/t (optional)',\n", - " 'transition_piece_density': 'kg/m3 (optional)',\n", - " 'transition_piece_length': 'm (optional)',\n", - " 'transition_piece_thickness': 'm (optional)',\n", - " 'turb_length_scale': 'm (optional)',\n", - " 'weibull_scale_factor': 'float (optional)',\n", - " 'weibull_shape_factor': 'float (optional)',\n", - " 'yield_stress': 'Pa (optional)'},\n", - " 'plant': {'num_turbines': 'int'},\n", - " 'site': {'depth': 'm', 'mean_windspeed': 'm/s'},\n", - " 'turbine': {'hub_height': 'm',\n", - " 'rated_windspeed': 'm/s',\n", - " 'rotor_diameter': 'm'}}\n" - ] - } - ], + "outputs": [], "source": [ "pprint(MonopileDesign.expected_config)" ] }, { "cell_type": "code", - "execution_count": 5, - "id": "303b1735", + "execution_count": null, + "id": "ca088459", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'feeder': 'dict | str (optional)',\n", - " 'monopile': {'deck_space': 'm2',\n", - " 'diameter': 'm',\n", - " 'length': 'm',\n", - " 'mass': 't',\n", - " 'unit_cost': 'USD'},\n", - " 'monopile_supply_chain': {'enabled': '(optional, default: False)',\n", - " 'num_substructures_delivered': 'int (optional: '\n", - " 'default: 1)',\n", - " 'substructure_delivery_time': 'h (optional, '\n", - " 'default: 168)',\n", - " 'substructure_storage': 'int (optional, default: '\n", - " 'inf)'},\n", - " 'num_feeders': 'int (optional)',\n", - " 'plant': {'num_turbines': 'int'},\n", - " 'port': {'monthly_rate': 'USD/mo (optional)',\n", - " 'name': 'str (optional)',\n", - " 'num_cranes': 'int (optional, default: 1)'},\n", - " 'site': {'depth': 'm', 'distance': 'km'},\n", - " 'transition_piece': {'deck_space': 'm2', 'mass': 't', 'unit_cost': 'USD'},\n", - " 'turbine': {'hub_height': 'm'},\n", - " 'wtiv': 'dict | str'}\n" - ] - } - ], + "outputs": [], "source": [ "pprint(MonopileInstallation.expected_config)" ] }, { "cell_type": "markdown", - "id": "28d80c29", + "id": "8f65c0b3", "metadata": {}, "source": [ "### Design Models\n", @@ -211,8 +118,8 @@ }, { "cell_type": "code", - "execution_count": 6, - "id": "06f5d6ff", + "execution_count": null, + "id": "fac1d716", "metadata": {}, "outputs": [], "source": [ @@ -235,7 +142,7 @@ }, { "cell_type": "markdown", - "id": "7c197ed2", + "id": "bb3e8af5", "metadata": {}, "source": [ "Similar to `expected_config`, every design and installation model contains a `run` method that runs\n", @@ -244,33 +151,10 @@ }, { "cell_type": "code", - "execution_count": 7, - "id": "69508fa5", + "execution_count": null, + "id": "ab918024", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n", - "Total Substructure Cost: $386.6 M\n", - "{'monopile': {'deck_space': np.float64(54.48035485737655),\n", - " 'diameter': np.float64(7.381080873244551),\n", - " 'embedment_length': np.float64(28.73789461200757),\n", - " 'length': np.float64(63.737894612007565),\n", - " 'mass': np.float64(1015.3457502626202),\n", - " 'moment': np.float64(12.250526562877912),\n", - " 'thickness': np.float64(0.08016080873244551),\n", - " 'unit_cost': np.float64(3691797.147954887)},\n", - " 'transition_piece': {'deck_space': np.float64(56.87275152687858),\n", - " 'diameter': np.float64(7.541402490709443),\n", - " 'length': 25,\n", - " 'mass': np.float64(406.9956472415284),\n", - " 'thickness': np.float64(0.08016080873244551),\n", - " 'unit_cost': np.float64(4039838.794519411)}}\n" - ] - } - ], + "outputs": [], "source": [ "monopile_design = MonopileDesign(design_config)\n", "monopile_design.run()\n", @@ -280,7 +164,7 @@ }, { "cell_type": "markdown", - "id": "8ba269a0", + "id": "2a2d76fd", "metadata": {}, "source": [ "### Incomplete or Incorrect Configurations\n", @@ -295,28 +179,14 @@ }, { "cell_type": "code", - "execution_count": 8, - "id": "fa93c3fa", + "execution_count": null, + "id": "198a6604", "metadata": { "tags": [ "raises-exception" ] }, - "outputs": [ - { - "ename": "MissingInputs", - "evalue": "Input(s) '['site.depth', 'site.mean_windspeed']' missing in config.", - "output_type": "error", - "traceback": [ - "\u001b[31m---------------------------------------------------------------------------\u001b[39m", - "\u001b[31mMissingInputs\u001b[39m Traceback (most recent call last)", - "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[8]\u001b[39m\u001b[32m, line 4\u001b[39m\n\u001b[32m 1\u001b[39m config_error = deepcopy(design_config)\n\u001b[32m 2\u001b[39m _ = config_error.pop(\u001b[33m\"\u001b[39m\u001b[33msite\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m----> \u001b[39m\u001b[32m4\u001b[39m failed_monopile_design = \u001b[43mMonopileDesign\u001b[49m\u001b[43m(\u001b[49m\u001b[43mconfig_error\u001b[49m\u001b[43m)\u001b[49m\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/GitHub_Public/ORBIT/ORBIT/phases/design/monopile_design.py:76\u001b[39m, in \u001b[36mMonopileDesign.__init__\u001b[39m\u001b[34m(self, config, **kwargs)\u001b[39m\n\u001b[32m 67\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 68\u001b[39m \u001b[33;03mCreates an instance of MonopileDesign.\u001b[39;00m\n\u001b[32m 69\u001b[39m \n\u001b[32m (...)\u001b[39m\u001b[32m 72\u001b[39m \u001b[33;03mconfig : dict\u001b[39;00m\n\u001b[32m 73\u001b[39m \u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 75\u001b[39m config = \u001b[38;5;28mself\u001b[39m.initialize_library(config, **kwargs)\n\u001b[32m---> \u001b[39m\u001b[32m76\u001b[39m \u001b[38;5;28mself\u001b[39m.config = \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mvalidate_config\u001b[49m\u001b[43m(\u001b[49m\u001b[43mconfig\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 77\u001b[39m \u001b[38;5;28mself\u001b[39m._design = \u001b[38;5;28mself\u001b[39m.config.get(\u001b[33m\"\u001b[39m\u001b[33mmonopile_design\u001b[39m\u001b[33m\"\u001b[39m, {})\n\u001b[32m 79\u001b[39m \u001b[38;5;28mself\u001b[39m._outputs = {}\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/GitHub_Public/ORBIT/ORBIT/phases/base.py:115\u001b[39m, in \u001b[36mBasePhase.validate_config\u001b[39m\u001b[34m(self, config)\u001b[39m\n\u001b[32m 112\u001b[39m missing = \u001b[38;5;28mself\u001b[39m._check_keys(expected, config)\n\u001b[32m 114\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m missing:\n\u001b[32m--> \u001b[39m\u001b[32m115\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m MissingInputs(missing)\n\u001b[32m 117\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m 118\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m benedict(config)\n", - "\u001b[31mMissingInputs\u001b[39m: Input(s) '['site.depth', 'site.mean_windspeed']' missing in config." - ] - } - ], + "outputs": [], "source": [ "config_error = deepcopy(design_config)\n", "_ = config_error.pop(\"site\")\n", @@ -326,7 +196,7 @@ }, { "cell_type": "markdown", - "id": "399c92db", + "id": "f8a7ae33", "metadata": {}, "source": [ "### Optional Inputs\n", @@ -339,32 +209,10 @@ }, { "cell_type": "code", - "execution_count": 9, - "id": "6036099c", + "execution_count": null, + "id": "a330b105", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Total Substructure Cost: $269.26 M\n", - "{'monopile': {'deck_space': np.float64(54.48035485737655),\n", - " 'diameter': np.float64(7.381080873244551),\n", - " 'embedment_length': np.float64(28.73789461200757),\n", - " 'length': np.float64(63.737894612007565),\n", - " 'mass': np.float64(1015.3457502626202),\n", - " 'moment': np.float64(12.250526562877912),\n", - " 'thickness': np.float64(0.08016080873244551),\n", - " 'unit_cost': np.float64(3553710.1259191707)},\n", - " 'transition_piece': {'deck_space': np.float64(56.87275152687858),\n", - " 'diameter': np.float64(7.541402490709443),\n", - " 'length': 25,\n", - " 'mass': np.float64(406.9956472415284),\n", - " 'thickness': np.float64(0.08016080873244551),\n", - " 'unit_cost': np.float64(1831480.4125868778)}}\n" - ] - } - ], + "outputs": [], "source": [ "design_config = {\n", " \"site\": {\n", @@ -395,7 +243,7 @@ }, { "cell_type": "markdown", - "id": "12695b63", + "id": "e61ee975", "metadata": {}, "source": [ "### Overriding Values from the Design Phase\n", @@ -408,31 +256,10 @@ }, { "cell_type": "code", - "execution_count": 10, - "id": "f67eb515", + "execution_count": null, + "id": "643ca763", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'monopile': {'deck_space': np.float64(54.48035485737655),\n", - " 'diameter': np.float64(7.381080873244551),\n", - " 'embedment_length': np.float64(28.73789461200757),\n", - " 'length': np.float64(63.737894612007565),\n", - " 'mass': np.float64(1015.3457502626202),\n", - " 'moment': np.float64(12.250526562877912),\n", - " 'thickness': np.float64(0.08016080873244551),\n", - " 'unit_cost': np.float64(3691797.147954887)},\n", - " 'transition_piece': {'deck_space': np.float64(56.87275152687858),\n", - " 'diameter': np.float64(7.541402490709443),\n", - " 'length': 25,\n", - " 'mass': np.float64(406.9956472415284),\n", - " 'thickness': np.float64(0.08016080873244551),\n", - " 'unit_cost': np.float64(4039838.794519411)}}\n" - ] - } - ], + "outputs": [], "source": [ "design_config_custom = {\n", " \"site\": {\n", @@ -462,7 +289,7 @@ }, { "cell_type": "markdown", - "id": "76f730ff", + "id": "0bd21343", "metadata": {}, "source": [ "### Installation Phases\n", @@ -481,106 +308,10 @@ }, { "cell_type": "code", - "execution_count": 11, - "id": "174e956c", + "execution_count": null, + "id": "ff0461c0", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Total Installation Cost: $33.97 M\n", - "{\n", - " \"feeder\": {\n", - " \"crane_specs\": {\n", - " \"max_lift\": 500\n", - " },\n", - " \"jacksys_specs\": {\n", - " \"leg_length\": 85,\n", - " \"max_depth\": 40,\n", - " \"max_extension\": 60,\n", - " \"speed_above_depth\": 0.5,\n", - " \"speed_below_depth\": 0.5\n", - " },\n", - " \"storage_specs\": {\n", - " \"max_cargo\": 12000,\n", - " \"max_deck_load\": 8,\n", - " \"max_deck_space\": 1000\n", - " },\n", - " \"transport_specs\": {\n", - " \"max_waveheight\": 2.5,\n", - " \"max_windspeed\": 20,\n", - " \"transit_speed\": 6\n", - " },\n", - " \"vessel_specs\": {\n", - " \"day_rate\": 93692\n", - " }\n", - " },\n", - " \"monopile\": {\n", - " \"deck_space\": 54.48035485737655,\n", - " \"diameter\": 7.381080873244551,\n", - " \"embedment_length\": 28.73789461200757,\n", - " \"length\": 63.737894612007565,\n", - " \"mass\": 1015.3457502626202,\n", - " \"moment\": 12.250526562877912,\n", - " \"thickness\": 0.08016080873244551,\n", - " \"unit_cost\": 3691797.147954887\n", - " },\n", - " \"num_feeders\": 2,\n", - " \"plant\": {\n", - " \"num_turbines\": 50\n", - " },\n", - " \"site\": {\n", - " \"depth\": 25,\n", - " \"distance\": 70,\n", - " \"mean_windspeed\": 9.5\n", - " },\n", - " \"transition_piece\": {\n", - " \"deck_space\": 56.87275152687858,\n", - " \"diameter\": 7.541402490709443,\n", - " \"length\": 25,\n", - " \"mass\": 406.9956472415284,\n", - " \"thickness\": 0.08016080873244551,\n", - " \"unit_cost\": 4039838.794519411\n", - " },\n", - " \"turbine\": {\n", - " \"hub_height\": 120,\n", - " \"rated_windspeed\": 13,\n", - " \"rotor_diameter\": 220\n", - " },\n", - " \"wtiv\": {\n", - " \"crane_specs\": {\n", - " \"max_hook_height\": 100,\n", - " \"max_lift\": 1200,\n", - " \"max_windspeed\": 15\n", - " },\n", - " \"jacksys_specs\": {\n", - " \"leg_length\": 110,\n", - " \"max_depth\": 75,\n", - " \"max_extension\": 85,\n", - " \"speed_above_depth\": 1,\n", - " \"speed_below_depth\": 2.5\n", - " },\n", - " \"storage_specs\": {\n", - " \"max_cargo\": 8000,\n", - " \"max_deck_load\": 15,\n", - " \"max_deck_space\": 4000\n", - " },\n", - " \"transport_specs\": {\n", - " \"max_waveheight\": 3,\n", - " \"max_windspeed\": 20,\n", - " \"transit_speed\": 10\n", - " },\n", - " \"vessel_specs\": {\n", - " \"day_rate\": 400000,\n", - " \"mobilization_days\": 7,\n", - " \"mobilization_mult\": 1\n", - " }\n", - " }\n", - "}\n" - ] - } - ], + "outputs": [], "source": [ "install_config = deepcopy(monopile_design_result)\n", "install_config[\"wtiv\"] = \"example_wtiv\"\n", @@ -598,7 +329,7 @@ }, { "cell_type": "markdown", - "id": "36c564bd", + "id": "04916c14", "metadata": {}, "source": [ "### Loading and Saving Configurations\n", @@ -716,104 +447,10 @@ }, { "cell_type": "code", - "execution_count": 12, - "id": "f2760148", + "execution_count": null, + "id": "88dd99e1", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'design_phases': ['MonopileDesign'],\n", - " 'feeder': 'dict | str (optional)',\n", - " 'install_phases': ['MonopileInstallation'],\n", - " 'monopile_design': {'air_density': 'kg/m3 (optional)',\n", - " 'load_factor': 'float (optional)',\n", - " 'material_factor': 'float (optional)',\n", - " 'monopile_density': 'kg/m3 (optional)',\n", - " 'monopile_modulus': 'Pa (optional)',\n", - " 'monopile_steel_cost': 'USD/t (optional)',\n", - " 'monopile_tp_connection_thickness': 'm (optional)',\n", - " 'soil_coefficient': 'N/m3 (optional)',\n", - " 'tp_steel_cost': 'USD/t (optional)',\n", - " 'transition_piece_density': 'kg/m3 (optional)',\n", - " 'transition_piece_length': 'm (optional)',\n", - " 'transition_piece_thickness': 'm (optional)',\n", - " 'turb_length_scale': 'm (optional)',\n", - " 'weibull_scale_factor': 'float (optional)',\n", - " 'weibull_shape_factor': 'float (optional)',\n", - " 'yield_stress': 'Pa (optional)'},\n", - " 'monopile_supply_chain': {'enabled': '(optional, default: False)',\n", - " 'num_substructures_delivered': 'int (optional: '\n", - " 'default: 1)',\n", - " 'substructure_delivery_time': 'h (optional, '\n", - " 'default: 168)',\n", - " 'substructure_storage': 'int (optional, default: '\n", - " 'inf)'},\n", - " 'num_feeders': 'int (optional)',\n", - " 'orbit_version': '1.2.6',\n", - " 'plant': {'num_turbines': 'int'},\n", - " 'port': {'monthly_rate': 'USD/mo (optional)',\n", - " 'name': 'str (optional)',\n", - " 'num_cranes': 'int (optional, default: 1)'},\n", - " 'project_parameters': {'commissioning': '$/kW (optional, default: value '\n", - " 'calculated using '\n", - " 'commissioning_factor)',\n", - " 'commissioning_factor': 'float (optional, default: '\n", - " '0.0115)',\n", - " 'construction_financing': '$/kW (optional, default: '\n", - " 'value calculated using '\n", - " 'construction_financing_factor))',\n", - " 'construction_financing_factor': ('$/kW (optional, '\n", - " 'default: value '\n", - " 'calculated using '\n", - " 'spend_schedule, '\n", - " 'tax_rate, and '\n", - " 'interest_during_construction))',),\n", - " 'construction_insurance': '$/kW (optional, default: '\n", - " 'value calculated using '\n", - " 'construction_insurance_factor)',\n", - " 'construction_insurance_factor': 'float (optional, '\n", - " 'default: 0.0207)',\n", - " 'construction_plan_cost': '$ (optional, default: 25e6)',\n", - " 'decommissioning': '$/kW (optional, default: value '\n", - " 'calculated using '\n", - " 'decommissioning_factor)',\n", - " 'decommissioning_factor': 'float (optional, default: '\n", - " '0.2)',\n", - " 'discount_rate': 'yearly (optional, default: .025)',\n", - " 'installation_contingency': '$/kW (optional, default: '\n", - " 'value calculated using '\n", - " 'installation_contingency_factor)',\n", - " 'installation_contingency_factor': 'float (optional, '\n", - " 'default: 0.345)',\n", - " 'installation_plan_cost': '$ (optional, default: 25e6)',\n", - " 'interest_during_construction': 'float (optional, '\n", - " 'default: 0.065',\n", - " 'ncf': 'float (optional, default: 0.4)',\n", - " 'offtake_price': '$/MWh (optional, default: 80)',\n", - " 'opex_rate': '$/kW/year (optional, default: 150)',\n", - " 'procurement_contingency': '$/kW (optional, default: '\n", - " 'value calculated using '\n", - " 'procurement_contingency_factor)',\n", - " 'procurement_contingency_factor': 'float (optional, '\n", - " 'default: 0.0575)',\n", - " 'project_lifetime': 'yrs (optional, default: 25)',\n", - " 'site_assessment_cost': '$ (optional, default: 200e6)',\n", - " 'site_auction_price': '$ (optional, default: 105e6)',\n", - " 'spend_schedule': 'dict (optional, default: {0: 0.25, '\n", - " '1: 0.25, 2: 0.3, 3: 0.1, 4: 0.1, 5: '\n", - " '0.0}',\n", - " 'tax_rate': 'float (optional, default: 0.26',\n", - " 'turbine_capex': '$/kW (optional, default: 1300)'},\n", - " 'site': {'depth': 'm', 'distance': 'km', 'mean_windspeed': 'm/s'},\n", - " 'turbine': {'hub_height': 'm',\n", - " 'rated_windspeed': 'm/s',\n", - " 'rotor_diameter': 'm'},\n", - " 'wtiv': 'dict | str'}\n" - ] - } - ], + "outputs": [], "source": [ "phases = [\"MonopileDesign\", \"MonopileInstallation\"]\n", "config_template = ProjectManager.compile_input_dict(phases)\n", @@ -822,7 +459,7 @@ }, { "cell_type": "markdown", - "id": "3a725bbb", + "id": "998caed8", "metadata": {}, "source": [ "Now, we can combine the monopile design and installation configurations that were\n", @@ -832,24 +469,10 @@ }, { "cell_type": "code", - "execution_count": 13, - "id": "5cfbb325", + "execution_count": null, + "id": "2b2acb41", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " Project Capex: 303.23 M\n", - " Substructure: 269.26 M\n", - " Substructure Installation: 33.97 M\n", - " Onshore Substation: 0.00 M\n", - " Turbine: 780.00 M\n", - " Soft: 274.09 M\n", - " Project: 355.00 M\n" - ] - } - ], + "outputs": [], "source": [ "project_config = deepcopy(design_config)\n", "project_config[\"wtiv\"] = \"example_wtiv\"\n", @@ -869,7 +492,7 @@ }, { "cell_type": "markdown", - "id": "d5246780", + "id": "8adb5a4c", "metadata": {}, "source": [ "To continue with the previous subsection's demonstration, we can also save the final configuration\n", @@ -878,24 +501,10 @@ }, { "cell_type": "code", - "execution_count": 14, - "id": "898d1e46", + "execution_count": null, + "id": "0aee0824", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " Project Capex: 303.23 M\n", - " Substructure: 269.26 M\n", - " Substructure Installation: 33.97 M\n", - " Onshore Substation: 0.00 M\n", - " Turbine: 780.00 M\n", - " Soft: 274.09 M\n", - " Project: 355.00 M\n" - ] - } - ], + "outputs": [], "source": [ "config_fn = Path(\"monopile_demo.yaml\").resolve()\n", "save_config(project.config, config_fn)\n", diff --git a/examples/parametric_manager.ipynb b/examples/parametric_manager.ipynb index 3c321ce1..e6a6fafc 100644 --- a/examples/parametric_manager.ipynb +++ b/examples/parametric_manager.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "217df99a", + "id": "b55020c0", "metadata": {}, "source": [ "(parametric-manager-tutorial)=\n", @@ -19,8 +19,8 @@ }, { "cell_type": "code", - "execution_count": 1, - "id": "38b7ebc5", + "execution_count": null, + "id": "e0c4a410", "metadata": {}, "outputs": [], "source": [ @@ -43,7 +43,7 @@ }, { "cell_type": "markdown", - "id": "83b7d05c", + "id": "465c1007", "metadata": {}, "source": [ "## Setting Up The Parameterized Inputs\n", @@ -56,8 +56,8 @@ }, { "cell_type": "code", - "execution_count": 2, - "id": "064e2667", + "execution_count": null, + "id": "9aee8899", "metadata": {}, "outputs": [], "source": [ @@ -69,7 +69,7 @@ }, { "cell_type": "markdown", - "id": "8e62b84b", + "id": "aac9cecc", "metadata": {}, "source": [ "Similar to the parameterized inputs, we must also define the desired outputs. However, outputs must\n", @@ -79,8 +79,8 @@ }, { "cell_type": "code", - "execution_count": 3, - "id": "3d3cc5ce", + "execution_count": null, + "id": "f3c3e26c", "metadata": {}, "outputs": [], "source": [ @@ -92,7 +92,7 @@ }, { "cell_type": "markdown", - "id": "97ad82b3", + "id": "cab03d36", "metadata": {}, "source": [ "## Previewing and Running The Model\n", @@ -110,148 +110,10 @@ }, { "cell_type": "code", - "execution_count": 4, - "id": "fa26371e", + "execution_count": null, + "id": "4909db5c", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n", - "10 runs elapsed time: 3.77s\n", - "70 runs estimated time: 26.40s\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "10 runs elapsed time: 3.77s\n", - "70 runs estimated time: 26.40s\n" - ] - }, - { - "data": { - "text/html": [ - "
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"metadata": {}, "source": [ "The results are saved as a pandas DataFrame in the `results` attribute where each row represents a\n", @@ -286,8 +148,8 @@ }, { "cell_type": "code", - "execution_count": 6, - "id": "98699c80", + "execution_count": null, + "id": "d7c0afb9", "metadata": {}, "outputs": [], "source": [ @@ -298,7 +160,7 @@ }, { "cell_type": "markdown", - "id": "bf593ef0", + "id": "c30d3c83", "metadata": {}, "source": [ "As mentioned in the [`ProjectManager` tutorial](#project-manager-tutorial), the system CapEx will\n", @@ -308,21 +170,10 @@ }, { "cell_type": "code", - "execution_count": 7, - "id": "4364dfec", + "execution_count": null, + "id": "01ee86a2", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig = plt.figure()\n", "ax = fig.add_subplot(111)\n", @@ -343,7 +194,7 @@ }, { "cell_type": "markdown", - "id": "a30c1f82", + "id": "a621900a", "metadata": {}, "source": [ "However, the system CapEx only increases as the site's depth increases because only the site's\n", @@ -353,21 +204,10 @@ }, { "cell_type": "code", - "execution_count": 8, - "id": "bc2acb33", + "execution_count": null, + "id": "4314bd25", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig = plt.figure()\n", "ax = fig.add_subplot(111)\n", diff --git a/examples/project_manager.ipynb b/examples/project_manager.ipynb index 6be4a731..0d5d71e6 100644 --- a/examples/project_manager.ipynb +++ b/examples/project_manager.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ccbe6c82", + "id": "f519b38c", "metadata": {}, "source": [ "(project-manager-tutorial)=\n", @@ -15,8 +15,8 @@ }, { "cell_type": "code", - "execution_count": 1, - "id": "598be22f", + "execution_count": null, + "id": "7c5c9019", "metadata": {}, "outputs": [], "source": [ @@ -35,7 +35,7 @@ }, { "cell_type": "markdown", - "id": "0f8b607a", + "id": "630597d1", "metadata": {}, "source": [ "## Compiling Input Requirements Dynamically\n", @@ -48,110 +48,10 @@ }, { "cell_type": "code", - "execution_count": 2, - "id": "ffd2d63f", + "execution_count": null, + "id": "53fc2c85", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'design_phases': ['MonopileDesign'],\n", - " 'feeder': 'dict | str (optional)',\n", - " 'install_phases': ['MonopileInstallation', 'TurbineInstallation'],\n", - " 'monopile_design': {'air_density': 'kg/m3 (optional)',\n", - " 'load_factor': 'float (optional)',\n", - " 'material_factor': 'float (optional)',\n", - " 'monopile_density': 'kg/m3 (optional)',\n", - " 'monopile_modulus': 'Pa (optional)',\n", - " 'monopile_steel_cost': 'USD/t (optional)',\n", - " 'monopile_tp_connection_thickness': 'm (optional)',\n", - " 'soil_coefficient': 'N/m3 (optional)',\n", - " 'tp_steel_cost': 'USD/t (optional)',\n", - " 'transition_piece_density': 'kg/m3 (optional)',\n", - " 'transition_piece_length': 'm (optional)',\n", - " 'transition_piece_thickness': 'm (optional)',\n", - " 'turb_length_scale': 'm (optional)',\n", - " 'weibull_scale_factor': 'float (optional)',\n", - " 'weibull_shape_factor': 'float (optional)',\n", - " 'yield_stress': 'Pa (optional)'},\n", - " 'monopile_supply_chain': {'enabled': '(optional, default: False)',\n", - " 'num_substructures_delivered': 'int (optional: '\n", - " 'default: 1)',\n", - " 'substructure_delivery_time': 'h (optional, '\n", - " 'default: 168)',\n", - " 'substructure_storage': 'int (optional, default: '\n", - " 'inf)'},\n", - " 'num_feeders': 'int (optional)',\n", - " 'orbit_version': '1.2.6',\n", - " 'plant': {'num_turbines': 'int'},\n", - " 'port': {'monthly_rate': 'USD/mo (optional)',\n", - " 'name': 'str (optional)',\n", - " 'num_cranes': 'int (optional, default: 1)'},\n", - " 'project_parameters': {'commissioning': '$/kW (optional, default: value '\n", - " 'calculated using '\n", - " 'commissioning_factor)',\n", - " 'commissioning_factor': 'float (optional, default: '\n", - " '0.0115)',\n", - " 'construction_financing': '$/kW (optional, default: '\n", - " 'value calculated using '\n", - " 'construction_financing_factor))',\n", - " 'construction_financing_factor': ('$/kW (optional, '\n", - " 'default: value '\n", - " 'calculated using '\n", - " 'spend_schedule, '\n", - " 'tax_rate, and '\n", - " 'interest_during_construction))',),\n", - " 'construction_insurance': '$/kW (optional, default: '\n", - " 'value calculated using '\n", - " 'construction_insurance_factor)',\n", - " 'construction_insurance_factor': 'float (optional, '\n", - " 'default: 0.0207)',\n", - " 'construction_plan_cost': '$ (optional, default: 25e6)',\n", - " 'decommissioning': '$/kW (optional, default: value '\n", - " 'calculated using '\n", - " 'decommissioning_factor)',\n", - " 'decommissioning_factor': 'float (optional, default: '\n", - " '0.2)',\n", - " 'discount_rate': 'yearly (optional, default: .025)',\n", - " 'installation_contingency': '$/kW (optional, default: '\n", - " 'value calculated using '\n", - " 'installation_contingency_factor)',\n", - " 'installation_contingency_factor': 'float (optional, '\n", - " 'default: 0.345)',\n", - " 'installation_plan_cost': '$ (optional, default: 25e6)',\n", - " 'interest_during_construction': 'float (optional, '\n", - " 'default: 0.065',\n", - " 'ncf': 'float (optional, default: 0.4)',\n", - " 'offtake_price': '$/MWh (optional, default: 80)',\n", - " 'opex_rate': '$/kW/year (optional, default: 150)',\n", - " 'procurement_contingency': '$/kW (optional, default: '\n", - " 'value calculated using '\n", - " 'procurement_contingency_factor)',\n", - " 'procurement_contingency_factor': 'float (optional, '\n", - " 'default: 0.0575)',\n", - " 'project_lifetime': 'yrs (optional, default: 25)',\n", - " 'site_assessment_cost': '$ (optional, default: 200e6)',\n", - " 'site_auction_price': '$ (optional, default: 105e6)',\n", - " 'spend_schedule': 'dict (optional, default: {0: 0.25, '\n", - " '1: 0.25, 2: 0.3, 3: 0.1, 4: 0.1, 5: '\n", - " '0.0}',\n", - " 'tax_rate': 'float (optional, default: 0.26',\n", - " 'turbine_capex': '$/kW (optional, default: 1300)'},\n", - " 'site': {'depth': 'm', 'distance': 'km', 'mean_windspeed': 'm/s'},\n", - " 'turbine': {'blade': {'deck_space': 'm2', 'mass': 't'},\n", - " 'hub_height': 'm',\n", - " 'nacelle': {'deck_space': 'm2', 'mass': 't'},\n", - " 'rated_windspeed': 'm/s',\n", - " 'rotor_diameter': 'm',\n", - " 'tower': {'deck_space': 'm2',\n", - " 'length': 'm',\n", - " 'mass': 't',\n", - " 'sections': 'int (optional)'}},\n", - " 'wtiv': 'dict | str'}\n" - ] - } - ], + "outputs": [], "source": [ "phases = [\n", " \"MonopileDesign\",\n", @@ -165,7 +65,7 @@ }, { "cell_type": "markdown", - "id": "4fe930f5", + "id": "cea2c997", "metadata": {}, "source": [ "Using the results of the `expected_config`, the following configuration is now created to minimally\n", @@ -176,18 +76,10 @@ }, { "cell_type": "code", - "execution_count": 3, - "id": "f104be02", + "execution_count": null, + "id": "ef6f3503", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n" - ] - } - ], + "outputs": [], "source": [ "config = {\n", " \"site\": {\n", @@ -233,7 +125,7 @@ }, { "cell_type": "markdown", - "id": "8471598f", + "id": "939f6db7", "metadata": {}, "source": [ "## Weather Profiles\n", @@ -245,8 +137,8 @@ }, { "cell_type": "code", - "execution_count": 4, - "id": "969c25e7", + "execution_count": null, + "id": "39394b1a", "metadata": {}, "outputs": [], "source": [ @@ -258,7 +150,7 @@ }, { "cell_type": "markdown", - "id": "74fe0997", + "id": "342efdf5", "metadata": {}, "source": [ "## Accessing Individual Models\n", @@ -270,18 +162,10 @@ }, { "cell_type": "code", - "execution_count": 5, - "id": "b98bccf4", + "execution_count": null, + "id": "8aaf26a5", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Total Monopile Cost: $335.34 M\n" - ] - } - ], + "outputs": [], "source": [ "monopile_design_cost = project.phases[\"MonopileDesign\"].total_cost\n", "print(f\"Total Monopile Cost: ${monopile_design_cost / 1e6:,.2f} M\")" @@ -289,7 +173,7 @@ }, { "cell_type": "markdown", - "id": "d26d55e6", + "id": "58500b15", "metadata": {}, "source": [ "## Phase-Specific Configurations\n", @@ -378,8 +262,8 @@ }, { "cell_type": "code", - "execution_count": 6, - "id": "34630b9c", + "execution_count": null, + "id": "754bf306", "metadata": {}, "outputs": [], "source": [ @@ -441,7 +325,7 @@ }, { "cell_type": "markdown", - "id": "44945180", + "id": "0f8688b8", "metadata": {}, "source": [ "Now, we can make a quick visualization to see how the start timing plays out. Notice how the\n", @@ -452,21 +336,10 @@ }, { "cell_type": "code", - "execution_count": 7, - "id": "5f21fe78", + "execution_count": null, + "id": "f8c34121", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "df = pd.DataFrame.from_dict(project.phase_dates).T\n", "df.start = pd.to_datetime(df.start)\n", @@ -486,7 +359,7 @@ }, { "cell_type": "markdown", - "id": "bd87c881", + "id": "108b14f4", "metadata": {}, "source": [ "(phase-dependent-timing)=\n", @@ -500,21 +373,10 @@ }, { "cell_type": "code", - "execution_count": 8, - "id": "020a13a0", + "execution_count": null, + "id": "81879757", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "dependent_starts = {\n", " \"MonopileInstallation\": \"04/01/2020\",\n", diff --git a/examples/supply_chains.ipynb b/examples/supply_chains.ipynb index 4a496c49..c45c3b92 100644 --- a/examples/supply_chains.ipynb +++ b/examples/supply_chains.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "cfe5a962", + "id": "5508b2d9", "metadata": {}, "source": [ "# Modeling Supply Chains\n", @@ -17,19 +17,10 @@ }, { "cell_type": "code", - "execution_count": 1, - "id": "f6c85394", + "execution_count": null, + "id": "bd0f8f25", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "UserWarning: /var/folders/q5/tfpytqxn0r396dfg7rk5sj8rwq9tvv/T/ipykernel_51402/774869178.py:14\n", - "Could not infer format, so each element will be parsed individually, falling back to `dateutil`. To ensure parsing is consistent and as-expected, please specify a format.\n" - ] - } - ], + "outputs": [], "source": [ "from copy import deepcopy\n", "from pathlib import Path\n", @@ -51,7 +42,7 @@ }, { "cell_type": "markdown", - "id": "5ac5e530", + "id": "19f60da3", "metadata": {}, "source": [ "## Preparing The Cases\n", @@ -65,18 +56,10 @@ }, { "cell_type": "code", - "execution_count": 2, - "id": "63462188", + "execution_count": null, + "id": "c91cfa8a", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n" - ] - } - ], + "outputs": [], "source": [ "base_jacket_config = load_config(example_path / \"configs/example_fixed_project.yaml\")\n", "base_jacket_config[\"jacket\"] = {\n", @@ -113,7 +96,7 @@ }, { "cell_type": "markdown", - "id": "427fcc45", + "id": "30b0562b", "metadata": {}, "source": [ "## Comparing Results\n", @@ -123,20 +106,10 @@ }, { "cell_type": "code", - "execution_count": 3, - "id": "6ff70b42", + "execution_count": null, + "id": "0dcec4e2", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Case 1 Installation Time: 319.8 days\n", - "Case 2 Installation Time: 540.9 days\n", - "Case 3 Installation Time: 327.1 days\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"Case 1 Installation Time: {case1_project.total_phase_time / 24:.1f} days\")\n", "print(f\"Case 2 Installation Time: {case2_project.total_phase_time / 24:.1f} days\")\n", @@ -145,7 +118,7 @@ }, { "cell_type": "markdown", - "id": "197bc029", + "id": "09a3e207", "metadata": {}, "source": [ "### Installation Timing\n", @@ -157,8 +130,8 @@ }, { "cell_type": "code", - "execution_count": 4, - "id": "e9bb7999", + "execution_count": null, + "id": "9b8ec51d", "metadata": {}, "outputs": [], "source": [ @@ -186,21 +159,10 @@ }, { "cell_type": "code", - "execution_count": 5, - "id": "a64f5f26", + "execution_count": null, + "id": "ba36c0dd", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig = plt.figure(figsize=(8,4), dpi=200)\n", "ax = fig.add_subplot(111)\n", @@ -248,7 +210,7 @@ }, { "cell_type": "markdown", - "id": "1ab34320", + "id": "0158cdf5", "metadata": {}, "source": [ "### Port Storage" @@ -256,31 +218,10 @@ }, { "cell_type": "code", - "execution_count": 6, - "id": "51e415f6", + "execution_count": null, + "id": "d84d9d1e", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig = plt.figure(figsize=(8,4), dpi=200)\n", "ax = fig.add_subplot(111)\n", From b8e1e3a577338fe150ee6b7b3fad7302ef45c20f Mon Sep 17 00:00:00 2001 From: "Hammond, Rob" <13874373+RHammond2@users.noreply.github.com> Date: Thu, 16 Apr 2026 14:01:43 -0700 Subject: [PATCH 08/13] add proper notebook cleanup step to dedicated build steps --- docs/build_book.sh | 2 +- docs/clean_notebook.py | 35 +++++++++++++++++++++++++++++++++++ pyproject.toml | 1 + 3 files changed, 37 insertions(+), 1 deletion(-) create mode 100644 docs/clean_notebook.py diff --git a/docs/build_book.sh b/docs/build_book.sh index df0accd7..c8f91f37 100644 --- a/docs/build_book.sh +++ b/docs/build_book.sh @@ -5,6 +5,6 @@ cp -f _build/jupyter_execute/**/*.ipynb ../examples/ nb_file_names=$(find _build/jupyter_execute/**/*.ipynb -type f | awk -F/ 'BEGIN {ORS=" "} {print $NF}') cd ../examples -jupyter nbconvert --clear-output --inplace $nb_file_names +python ../docs/clean_notebook $nb_file_names pre-commit run --files $nb_file_names cd ../docs diff --git a/docs/clean_notebook.py b/docs/clean_notebook.py new file mode 100644 index 00000000..467f8c8b --- /dev/null +++ b/docs/clean_notebook.py @@ -0,0 +1,35 @@ +"""Removes all outputs and metadata in the Jupyter Notebook examples that +cause painful diffs during code contribution and review time. +""" + +import sys +from pathlib import Path + +import nbformat as nbf + + +def remove_extraneous(notebook_fn: str | Path): + """Delete outputs and metadata from Jupyter Notebook files.""" + if isinstance(notebook_fn, str): + notebook_fn = Path(notebook_fn) + with notebook_fn.open("r", encoding="utf-8") as f: + notebook = nbf.read(f, as_version=4) + + for cell in notebook["cells"]: + if cell["cell_type"] in ["code", "markdown"]: + cell["metadata"] = {} + + with notebook_fn.open("w", encoding="utf-8") as f: + nbf.write(notebook, f) + nbf.write("\n") + + +if __name__ == "__main__": + if len(sys.argv) < 2: + print("No files provided") + sys.exit(1) + for fn in sys.argv[1:]: + if not fn.endswith(".ipynb"): + print(f"Skipping non-notebook file: {fn}") + continue + remove_extraneous(fn) diff --git a/pyproject.toml b/pyproject.toml index 8901e5eb..cabd7202 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -77,6 +77,7 @@ docs = [ "sphinxcontrib-autoyaml", "sphinxcontrib-bibtex>=2.4", "sphinxcontrib-spelling>=7", + "nbformat>=5.0.0", ] [tool.setuptools] From 9cacc171becd6a5a0a5114f9ff59ee5acc2f92ab Mon Sep 17 00:00:00 2001 From: "Hammond, Rob" <13874373+RHammond2@users.noreply.github.com> Date: Thu, 16 Apr 2026 14:02:31 -0700 Subject: [PATCH 09/13] add updated notebooks with metadata and outputs stripped --- examples/available_outputs.ipynb | 1214 +++++++++++++++-- examples/cable_installation.ipynb | 817 +++++++++++- examples/cost_curves.ipynb | 249 +++- examples/custom_array.ipynb | 1450 +++++++++++++++++++-- examples/export_cable_system.ipynb | 177 ++- examples/fixed_bottom_installations.ipynb | 389 +++++- examples/introduction.ipynb | 509 +++++++- examples/parametric_manager.ipynb | 212 ++- examples/project_manager.ipynb | 196 ++- examples/supply_chains.ipynb | 103 +- 10 files changed, 4850 insertions(+), 466 deletions(-) diff --git a/examples/available_outputs.ipynb b/examples/available_outputs.ipynb index 115eb21d..76087626 100644 --- a/examples/available_outputs.ipynb +++ b/examples/available_outputs.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a2f63a7b", + "id": "090bb98a", "metadata": {}, "source": [ "(outputs-tutorial)=\n", @@ -22,10 +22,18 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "4cbd0fd5", + "execution_count": 1, + "id": "dad99bb9", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n" + ] + } + ], "source": [ "from pathlib import Path\n", "from pprint import pprint\n", @@ -49,7 +57,7 @@ }, { "cell_type": "markdown", - "id": "7e8fd112", + "id": "41f10455", "metadata": {}, "source": [ "## Project Details\n", @@ -62,17 +70,82 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "67fcb3b8", + "execution_count": 2, + "id": "1586c02c", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'array_system': {'cables': {'XLPE_400mm_33kV': {'cable_sections': [(np.float64(18.167599841100003),\n", + " 2),\n", + " (np.float64(1.5499999999999998),\n", + " 26),\n", + " (np.float64(16.668268330900002),\n", + " 2),\n", + " (np.float64(15.1700628098),\n", + " 2),\n", + " (np.float64(13.6733546329),\n", + " 2),\n", + " (np.float64(12.1786979112),\n", + " 2),\n", + " (np.float64(10.6869570569),\n", + " 2),\n", + " (np.float64(9.1995576081),\n", + " 2),\n", + " (np.float64(7.719024368),\n", + " 2),\n", + " (np.float64(6.2502739666),\n", + " 2),\n", + " (np.float64(4.8042278786),\n", + " 2),\n", + " (np.float64(3.4102823061),\n", + " 2),\n", + " (np.float64(2.1733914114),\n", + " 2)],\n", + " 'linear_density': 35}},\n", + " 'system_cost': np.float64(102201973.42800242)},\n", + " 'export_system': {'cable': {'cable_power': np.float64(118.25312628604732),\n", + " 'linear_density': 50,\n", + " 'number': 6,\n", + " 'sections': [38.0225]},\n", + " 'landfall': {'interconnection_distance': 3},\n", + " 'system_cost': np.float64(120566381.745)},\n", + " 'monopile': {'deck_space': np.float64(52.99375729119361),\n", + " 'diameter': np.float64(7.279681125653349),\n", + " 'embedment_length': np.float64(28.427684886165633),\n", + " 'length': np.float64(60.927684886165636),\n", + " 'mass': np.float64(945.1252825808575),\n", + " 'moment': np.float64(11.603459241851628),\n", + " 'thickness': np.float64(0.07914681125653349),\n", + " 'unit_cost': np.float64(3436475.5274639977)},\n", + " 'num_substations': 1,\n", + " 'offshore_substation_substructure': {'deck_space': 1,\n", + " 'length': 32.5,\n", + " 'mass': np.float64(1588.3736050922225),\n", + " 'type': 'Monopile',\n", + " 'unit_cost': np.float64(4453431.000000001)},\n", + " 'offshore_substation_topside': {'deck_space': 1,\n", + " 'mass': np.float64(2941.5),\n", + " 'unit_cost': np.float64(284644466.3)},\n", + " 'scour_protection': {'cost_per_tonne': 40, 'tonnes_per_substructure': 2520},\n", + " 'transition_piece': {'deck_space': np.float64(55.32346835436127),\n", + " 'diameter': np.float64(7.4379747481664165),\n", + " 'length': 25,\n", + " 'mass': np.float64(396.3315423930208),\n", + " 'thickness': np.float64(0.07914681125653349),\n", + " 'unit_cost': np.float64(3933986.8897931245)}}\n" + ] + } + ], "source": [ "pprint(project.design_results)" ] }, { "cell_type": "markdown", - "id": "ead97ed2", + "id": "1a367e85", "metadata": {}, "source": [ "### Project Parameterizaions\n", @@ -87,10 +160,21 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "69097a52", + "execution_count": 3, + "id": "b3d65f51", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of turbines: 50\n", + "Turbine Rating: 12.00\n", + "Project Capacity (MW): 600.00\n", + "Project Installation Time (days): 244.4\n" + ] + } + ], "source": [ "print(f\"Number of turbines: {project.num_turbines}\")\n", "print(f\"Turbine Rating: {project.turbine_rating:.2f}\")\n", @@ -100,7 +184,7 @@ }, { "cell_type": "markdown", - "id": "215e4920", + "id": "d072e4bd", "metadata": {}, "source": [ "### Event Timing\n", @@ -112,10 +196,19 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "0f623d0e", + "execution_count": 4, + "id": "3481f8ee", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total Installation Time: 617 days\n", + "Total Elapsed Time: 245 days\n" + ] + } + ], "source": [ "print(f\"Total Installation Time: {project.installation_time / 24:.0f} days\")\n", "print(f\"Total Elapsed Time: {project.project_days} days\")" @@ -123,7 +216,7 @@ }, { "cell_type": "markdown", - "id": "fb8b692b", + "id": "63ca6ac0", "metadata": {}, "source": [ "## All Outputs At Once\n", @@ -139,17 +232,129 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "0424f714", + "execution_count": 5, + "id": "cd649492", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'bos_capex': np.float64(1132540951.6863625),\n", + " 'bos_capex_per_kw': np.float64(1887.5682528106042),\n", + " 'capex_breakdown': {'Array System': np.float64(102201973.42800242),\n", + " 'Array System Installation': np.float64(79379421.20414363),\n", + " 'Export System': np.float64(120566381.745),\n", + " 'Export System Installation': np.float64(21241335.52231314),\n", + " 'Offshore Substation': np.float64(289097897.3),\n", + " 'Offshore Substation Installation': np.float64(4246272.594230157),\n", + " 'Onshore Substation': 0,\n", + " 'Project': 355000000,\n", + " 'Scour Protection': 5040000,\n", + " 'Scour Protection Installation': np.float64(12590534.090916954),\n", + " 'Soft': np.float64(582210063.6211),\n", + " 'Substructure': np.float64(368523120.86285615),\n", + " 'Substructure Installation': np.float64(45447221.26925003),\n", + " 'Turbine': 900000000,\n", + " 'Turbine Installation': np.float64(84206793.66964997)},\n", + " 'capex_breakdown_per_kw': {'Array System': np.float64(170.33662238000403),\n", + " 'Array System Installation': np.float64(132.29903534023939),\n", + " 'Export System': np.float64(200.943969575),\n", + " 'Export System Installation': np.float64(35.4022258705219),\n", + " 'Offshore Substation': np.float64(481.82982883333335),\n", + " 'Offshore Substation Installation': np.float64(7.077120990383595),\n", + " 'Onshore Substation': 0.0,\n", + " 'Project': 591.6666666666666,\n", + " 'Scour Protection': 8.4,\n", + " 'Scour Protection Installation': np.float64(20.98422348486159),\n", + " 'Soft': np.float64(970.3501060351666),\n", + " 'Substructure': np.float64(614.2052014380936),\n", + " 'Substructure Installation': np.float64(75.74536878208337),\n", + " 'Turbine': 1500.0,\n", + " 'Turbine Installation': np.float64(140.34465611608329)},\n", + " 'capex_detailed_soft_capex_breakdown': {'Array System': np.float64(102201973.42800242),\n", + " 'Array System Installation': np.float64(79379421.20414363),\n", + " 'Commissioning': np.float64(27456720.944393165),\n", + " 'Construction Financing': np.float64(247580745.80896264),\n", + " 'Construction Insurance': np.float64(49422097.6999077),\n", + " 'Decommissioning': np.float64(49422315.67010078),\n", + " 'Export System': np.float64(120566381.745),\n", + " 'Export System Installation': np.float64(21241335.52231314),\n", + " 'Installation Contingency': np.float64(85253494.53092383),\n", + " 'Offshore Substation': np.float64(289097897.3),\n", + " 'Offshore Substation Installation': np.float64(4246272.594230157),\n", + " 'Onshore Substation': 0,\n", + " 'Procurement Contingency': np.float64(123074688.96681187),\n", + " 'Project': 355000000,\n", + " 'Scour Protection': 5040000,\n", + " 'Scour Protection Installation': np.float64(12590534.090916954),\n", + " 'Substructure': np.float64(368523120.86285615),\n", + " 'Substructure Installation': np.float64(45447221.26925003),\n", + " 'Turbine': 900000000,\n", + " 'Turbine Installation': np.float64(84206793.66964997)},\n", + " 'capex_detailed_soft_capex_breakdown_per_kw': {'Array System': np.float64(170.33662238000403),\n", + " 'Array System Installation': np.float64(132.29903534023939),\n", + " 'Commissioning': np.float64(45.76120157398861),\n", + " 'Construction Financing': np.float64(412.6345763482711),\n", + " 'Construction Insurance': np.float64(82.37016283317949),\n", + " 'Decommissioning': np.float64(82.37052611683463),\n", + " 'Export System': np.float64(200.943969575),\n", + " 'Export System Installation': np.float64(35.4022258705219),\n", + " 'Installation Contingency': np.float64(142.08915755153973),\n", + " 'Offshore Substation': np.float64(481.82982883333335),\n", + " 'Offshore Substation Installation': np.float64(7.077120990383595),\n", + " 'Onshore Substation': 0.0,\n", + " 'Procurement Contingency': np.float64(205.1244816113531),\n", + " 'Project': 591.6666666666666,\n", + " 'Scour Protection': 8.4,\n", + " 'Scour Protection Installation': np.float64(20.98422348486159),\n", + " 'Substructure': np.float64(614.2052014380936),\n", + " 'Substructure Installation': np.float64(75.74536878208337),\n", + " 'Turbine': 1500.0,\n", + " 'Turbine Installation': np.float64(140.34465611608329)},\n", + " 'installation_capex': np.float64(247111578.35050386),\n", + " 'installation_capex_per_kw': np.float64(411.8526305841731),\n", + " 'installation_time': np.float64(14807.249087613796),\n", + " 'npv': np.float64(1493975142.6594274),\n", + " 'onshore_substation_capex': 0,\n", + " 'onshore_substation_capex_kw': None,\n", + " 'overnight_capex': np.float64(1785429373.3358586),\n", + " 'overnight_capex_per_kw': np.float64(2975.715622226431),\n", + " 'project_capex': 355000000,\n", + " 'project_capex_per_kw': 591.6666666666666,\n", + " 'project_time': np.float64(5865.619557282503),\n", + " 'soft_capex': np.float64(582210063.6211),\n", + " 'soft_capex_breakdown': {'Commissioning': np.float64(27456720.944393165),\n", + " 'Construction Financing': np.float64(247580745.80896264),\n", + " 'Construction Insurance': np.float64(49422097.6999077),\n", + " 'Decommissioning': np.float64(49422315.67010078),\n", + " 'Installation Contingency': np.float64(85253494.53092383),\n", + " 'Procurement Contingency': np.float64(123074688.96681187)},\n", + " 'soft_capex_breakdown_per_kw': {'Commissioning': np.float64(45.76120157398861),\n", + " 'Construction Financing': np.float64(412.6345763482711),\n", + " 'Construction Insurance': np.float64(82.37016283317949),\n", + " 'Decommissioning': np.float64(82.37052611683463),\n", + " 'Installation Contingency': np.float64(142.08915755153973),\n", + " 'Procurement Contingency': np.float64(205.1244816113531)},\n", + " 'soft_capex_per_kw': np.float64(970.3501060351666),\n", + " 'supply_chain_capex': 0,\n", + " 'supply_chain_capex_kw': 0,\n", + " 'system_capex': np.float64(885429373.3358586),\n", + " 'system_capex_per_kw': np.float64(1475.715622226431),\n", + " 'total_capex': np.float64(2969751015.3074627),\n", + " 'total_capex_per_kw': np.float64(4949.585025512438),\n", + " 'turbine_capex': 900000000,\n", + " 'turbine_capex_per_kw': 1500}\n" + ] + } + ], "source": [ "pprint(project.outputs())" ] }, { "cell_type": "markdown", - "id": "e684992a", + "id": "f2865ce8", "metadata": {}, "source": [ "## CapEx\n", @@ -172,10 +377,19 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "4429e591", + "execution_count": 6, + "id": "84bb4df9", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total CapEx (millions, USD): 2,969.75\n", + "Total CapEx (USD) per kW: 4,949.59\n" + ] + } + ], "source": [ "print(f\"Total CapEx (millions, USD): {project.total_capex / 1e6:,.2f}\")\n", "print(f\"Total CapEx (USD) per kW: {project.total_capex_per_kw:,.2f}\")" @@ -183,7 +397,7 @@ }, { "cell_type": "markdown", - "id": "348aa127", + "id": "451d82ab", "metadata": {}, "source": [ "### Categorical CapEx Breakdowns\n", @@ -195,10 +409,32 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "9baad530", + "execution_count": 7, + "id": "eff4d4b0", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Array System: $102.20 (millions, USD)\n", + " Export System: $120.57 (millions, USD)\n", + " Substructure: $368.52 (millions, USD)\n", + " Offshore Substation: $289.10 (millions, USD)\n", + " Scour Protection: $ 5.04 (millions, USD)\n", + " Array System Installation: $ 79.38 (millions, USD)\n", + " Export System Installation: $ 21.24 (millions, USD)\n", + " Substructure Installation: $ 45.45 (millions, USD)\n", + " Offshore Substation Installation: $ 4.25 (millions, USD)\n", + " Scour Protection Installation: $ 12.59 (millions, USD)\n", + " Turbine Installation: $ 84.21 (millions, USD)\n", + " Onshore Substation: $ 0.00 (millions, USD)\n", + " Turbine: $900.00 (millions, USD)\n", + " Soft: $582.21 (millions, USD)\n", + " Project: $355.00 (millions, USD)\n" + ] + } + ], "source": [ "for name, capex in project.capex_breakdown.items():\n", " print(f\"{name:>35}: ${capex / 1e6:6,.2f} (millions, USD)\")" @@ -206,7 +442,7 @@ }, { "cell_type": "markdown", - "id": "a695c8d0", + "id": "f0987ff4", "metadata": {}, "source": [ "Like in the previous examples, the `capex_breakdown_per_kw` will provide each category's associated\n", @@ -215,10 +451,32 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "29d3b809", + "execution_count": 8, + "id": "b4154265", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Array System: $ 170.34 (USD/kW)\n", + " Export System: $ 200.94 (USD/kW)\n", + " Substructure: $ 614.21 (USD/kW)\n", + " Offshore Substation: $ 481.83 (USD/kW)\n", + " Scour Protection: $ 8.40 (USD/kW)\n", + " Array System Installation: $ 132.30 (USD/kW)\n", + " Export System Installation: $ 35.40 (USD/kW)\n", + " Substructure Installation: $ 75.75 (USD/kW)\n", + " Offshore Substation Installation: $ 7.08 (USD/kW)\n", + " Scour Protection Installation: $ 20.98 (USD/kW)\n", + " Turbine Installation: $ 140.34 (USD/kW)\n", + " Onshore Substation: $ 0.00 (USD/kW)\n", + " Turbine: $1,500.00 (USD/kW)\n", + " Soft: $ 970.35 (USD/kW)\n", + " Project: $ 591.67 (USD/kW)\n" + ] + } + ], "source": [ "for name, capex in project.capex_breakdown_per_kw.items():\n", " print(f\"{name:>35}: ${capex:8,.2f} (USD/kW)\")" @@ -226,7 +484,7 @@ }, { "cell_type": "markdown", - "id": "4434106e", + "id": "bafb8af7", "metadata": {}, "source": [ "### BOS CapEx\n", @@ -237,10 +495,19 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "5ee38c4d", + "execution_count": 9, + "id": "5a4667a3", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "BOS CapEx (millions, USD): 1,132.54\n", + "BOS CapEx (USD) per kW: 1,887.57\n" + ] + } + ], "source": [ "print(f\"BOS CapEx (millions, USD): {project.bos_capex / 1e6:,.2f}\")\n", "print(f\"BOS CapEx (USD) per kW: {project.bos_capex_per_kw:,.2f}\")" @@ -248,7 +515,7 @@ }, { "cell_type": "markdown", - "id": "d9b88003", + "id": "bbc9106e", "metadata": {}, "source": [ "### System CapEx\n", @@ -262,10 +529,19 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "c6c3ca58", + "execution_count": 10, + "id": "4ba48f98", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "System (procurement) CapEx (millions, USD): 885.43\n", + "System (procurement) CapEx (USD) per kW: 1,475.72\n" + ] + } + ], "source": [ "print(f\"System (procurement) CapEx (millions, USD): {project.system_capex / 1e6:,.2f}\")\n", "print(f\"System (procurement) CapEx (USD) per kW: {project.system_capex_per_kw:,.2f}\")" @@ -273,7 +549,7 @@ }, { "cell_type": "markdown", - "id": "05f7ba70", + "id": "63a46959", "metadata": {}, "source": [ "To view the individual component system costs, users can inspect the `system_costs` dictionary where\n", @@ -282,10 +558,22 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "c1692c45", + "execution_count": 11, + "id": "e017c83c", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " ArrayCableInstallation: $102.20 (millions, USD)\n", + " ExportCableInstallation: $120.57 (millions, USD)\n", + " MonopileInstallation: $368.52 (millions, USD)\n", + " OffshoreSubstationInstallation: $289.10 (millions, USD)\n", + " ScourProtectionInstallation: $ 5.04 (millions, USD)\n" + ] + } + ], "source": [ "for name, capex in project.system_costs.items():\n", " print(f\"{name:>35}: ${capex / 1e6:6,.2f} (millions, USD)\")" @@ -293,7 +581,7 @@ }, { "cell_type": "markdown", - "id": "0ba167dc", + "id": "132197ce", "metadata": {}, "source": [ "### Installation Capex\n", @@ -308,10 +596,19 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "3777d84f", + "execution_count": 12, + "id": "bd3a7ac3", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Installation CapEx (millions, USD): 247.11\n", + "Installation CapEx (USD) per kW: 411.85\n" + ] + } + ], "source": [ "print(f\"Installation CapEx (millions, USD): {project.installation_capex / 1e6:,.2f}\")\n", "print(f\"Installation CapEx (USD) per kW: {project.installation_capex_per_kw:,.2f}\")" @@ -319,7 +616,7 @@ }, { "cell_type": "markdown", - "id": "5d13caee", + "id": "e5a84b08", "metadata": {}, "source": [ "To view the individual component installation costs, users can inspect the `installation_costs`\n", @@ -329,10 +626,23 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "55e4bf0f", + "execution_count": 13, + "id": "02aa5467", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " ArrayCableInstallation: $ 79.38 (millions, USD)\n", + " ExportCableInstallation: $ 21.24 (millions, USD)\n", + " MonopileInstallation: $ 45.45 (millions, USD)\n", + " OffshoreSubstationInstallation: $ 4.25 (millions, USD)\n", + " ScourProtectionInstallation: $ 12.59 (millions, USD)\n", + " TurbineInstallation: $ 84.21 (millions, USD)\n" + ] + } + ], "source": [ "for name, capex in project.installation_costs.items():\n", " print(f\"{name:>35}: ${capex / 1e6:6,.2f} (millions, USD)\")" @@ -340,7 +650,7 @@ }, { "cell_type": "markdown", - "id": "05007209", + "id": "7816c00d", "metadata": {}, "source": [ "### Turbine CapEx\n", @@ -351,10 +661,19 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "2bceb11d", + "execution_count": 14, + "id": "918bd8a7", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Turbine CapEx (millions, USD): 900.00\n", + "Turbine CapEx (USD) per kW: 1,500.00\n" + ] + } + ], "source": [ "print(f\"Turbine CapEx (millions, USD): {project.turbine_capex / 1e6:,.2f}\")\n", "print(f\"Turbine CapEx (USD) per kW: {project.turbine_capex_per_kw:,.2f}\")" @@ -362,7 +681,7 @@ }, { "cell_type": "markdown", - "id": "70dde2f4", + "id": "91f506e4", "metadata": {}, "source": [ "### Project CapEx\n", @@ -376,10 +695,19 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "79c2a71c", + "execution_count": 15, + "id": "68bd4cc2", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Turbine CapEx (millions, USD): 355.00\n", + "Turbine CapEx (USD) per kW: 591.67\n" + ] + } + ], "source": [ "print(f\"Turbine CapEx (millions, USD): {project.project_capex / 1e6:,.2f}\")\n", "print(f\"Turbine CapEx (USD) per kW: {project.project_capex_per_kw:,.2f}\")" @@ -387,7 +715,7 @@ }, { "cell_type": "markdown", - "id": "d1433157", + "id": "50c49fe5", "metadata": {}, "source": [ "### Soft CapEx\n", @@ -401,10 +729,19 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "bb9b9385", + "execution_count": 16, + "id": "b40ce054", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Soft CapEx (millions, USD): 582.21\n", + "Soft CapEx (USD) per kW: 970.35\n" + ] + } + ], "source": [ "print(f\"Soft CapEx (millions, USD): {project.soft_capex / 1e6:,.2f}\")\n", "print(f\"Soft CapEx (USD) per kW: {project.soft_capex_per_kw:,.2f}\")" @@ -412,7 +749,7 @@ }, { "cell_type": "markdown", - "id": "4ea233ae", + "id": "6fc12cf9", "metadata": {}, "source": [ "The soft CapEx can also be broken down using both the `soft_capex_breakdown` and the `capex_detailed_soft_capex_breakdown`, which also provide a capacity-noramlized variation by adding\n", @@ -423,10 +760,23 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "39ce88d9", + "execution_count": 17, + "id": "98664937", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Construction Insurance: $ 49.42 (millions,USD)\n", + " Decommissioning: $ 49.42 (millions,USD)\n", + " Commissioning: $ 27.46 (millions,USD)\n", + " Procurement Contingency: $ 123.07 (millions,USD)\n", + " Installation Contingency: $ 85.25 (millions,USD)\n", + " Construction Financing: $ 247.58 (millions,USD)\n" + ] + } + ], "source": [ "for name, capex in project.soft_capex_breakdown.items():\n", " print(f\"{name:>35}: ${capex / 1e6:8,.2f} (millions,USD)\")" @@ -434,10 +784,37 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "68ee3878", + "execution_count": 18, + "id": "af0d2900", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Array System: $ 102.20 (millions,USD)\n", + " Export System: $ 120.57 (millions,USD)\n", + " Substructure: $ 368.52 (millions,USD)\n", + " Offshore Substation: $ 289.10 (millions,USD)\n", + " Scour Protection: $ 5.04 (millions,USD)\n", + " Array System Installation: $ 79.38 (millions,USD)\n", + " Export System Installation: $ 21.24 (millions,USD)\n", + " Substructure Installation: $ 45.45 (millions,USD)\n", + " Offshore Substation Installation: $ 4.25 (millions,USD)\n", + " Scour Protection Installation: $ 12.59 (millions,USD)\n", + " Turbine Installation: $ 84.21 (millions,USD)\n", + " Onshore Substation: $ 0.00 (millions,USD)\n", + " Turbine: $ 900.00 (millions,USD)\n", + " Project: $ 355.00 (millions,USD)\n", + " Construction Insurance: $ 49.42 (millions,USD)\n", + " Decommissioning: $ 49.42 (millions,USD)\n", + " Commissioning: $ 27.46 (millions,USD)\n", + " Procurement Contingency: $ 123.07 (millions,USD)\n", + " Installation Contingency: $ 85.25 (millions,USD)\n", + " Construction Financing: $ 247.58 (millions,USD)\n" + ] + } + ], "source": [ "for name, capex in project.capex_detailed_soft_capex_breakdown.items():\n", " print(f\"{name:>35}: ${capex / 1e6:8,.2f} (millions,USD)\")" @@ -445,7 +822,7 @@ }, { "cell_type": "markdown", - "id": "34cf4c8d", + "id": "7ef11daf", "metadata": {}, "source": [ "The soft CapEx values are also available as independent values:\n", @@ -460,10 +837,23 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "a7a87c8f", + "execution_count": 19, + "id": "f6cc066d", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Construction Insurance CapEx (millions, USD): 49.42\n", + "Commissioning CapEx (millions, USD): 27.46\n", + "Decommissioning CapEx (millions, USD): 49.42\n", + "Procurement Contingency CapEx (millions, USD): 123.07\n", + "Installation Contingency CapEx (millions, USD): 85.25\n", + "Construction Financing CapEx (millions, USD): 247.58\n" + ] + } + ], "source": [ "print(f\"Construction Insurance CapEx (millions, USD): {project.construction_insurance_capex() / 1e6:,.2f}\")\n", "print(f\"Commissioning CapEx (millions, USD): {project.commissioning_capex() / 1e6:,.2f}\")\n", @@ -475,7 +865,7 @@ }, { "cell_type": "markdown", - "id": "add07ad2", + "id": "ee82e2d2", "metadata": {}, "source": [ "### All Other CapEx Categories\n", @@ -491,10 +881,19 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "5c98a61a", + "execution_count": 20, + "id": "edc85a27", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Supply Chain CapEx (millions, USD): 0.00\n", + "Supply Chain CapEx (USD) per kW: 0.00\n" + ] + } + ], "source": [ "print(f\"Supply Chain CapEx (millions, USD): {project.supply_chain_capex / 1e6:,.2f}\")\n", "print(f\"Supply Chain CapEx (USD) per kW: {project.supply_chain_capex_per_kw:,.2f}\")" @@ -502,7 +901,7 @@ }, { "cell_type": "markdown", - "id": "916942eb", + "id": "237bcd0a", "metadata": {}, "source": [ "#### Onshore Substation CapEx\n", @@ -512,10 +911,19 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "e2e28aba", + "execution_count": 21, + "id": "8a465bbe", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Turbine CapEx (millions, USD): 900.00\n", + "Turbine CapEx (USD) per kW: 1,500.00\n" + ] + } + ], "source": [ "print(f\"Turbine CapEx (millions, USD): {project.turbine_capex / 1e6:,.2f}\")\n", "print(f\"Turbine CapEx (USD) per kW: {project.turbine_capex_per_kw:,.2f}\")" @@ -523,7 +931,7 @@ }, { "cell_type": "markdown", - "id": "590dd5c6", + "id": "9fb1629b", "metadata": {}, "source": [ "#### Overnight CapEx\n", @@ -533,17 +941,25 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "50fa9e52", + "execution_count": 22, + "id": "1f266e29", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Overnight CapEx (millions, USD): 1,785.43\n" + ] + } + ], "source": [ "print(f\"Overnight CapEx (millions, USD): {project.overnight_capex / 1e6:,.2f}\")" ] }, { "cell_type": "markdown", - "id": "18fc86f2", + "id": "c3320e16", "metadata": {}, "source": [ "## Logging\n", @@ -560,17 +976,36 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "da3af373", + "execution_count": 23, + "id": "f66cc923", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{1: {'Array String': 1,\n", + " 'Offshore Substation': 1,\n", + " 'Substructure': 15,\n", + " 'Turbine': 8},\n", + " 2: {'Array String': 1, 'Substructure': 18, 'Turbine': 10},\n", + " 3: {'Substructure': 17, 'Turbine': 8},\n", + " 4: {'Array String': 2, 'Turbine': 10},\n", + " 5: {'Array String': 1, 'Export System': 1, 'Turbine': 8},\n", + " 6: {'Array String': 2, 'Turbine': 6},\n", + " 7: {'Array String': 1},\n", + " 8: {'Array String': 1},\n", + " 9: {}}\n" + ] + } + ], "source": [ "pprint(project.progress_summary)" ] }, { "cell_type": "markdown", - "id": "5f75f39e", + "id": "c5e12370", "metadata": {}, "source": [ "The `project_logs` provides a list of the when a component installation was completed using the\n", @@ -599,10 +1034,85 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "b030479e", + "execution_count": 24, + "id": "93fb4f11", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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startend
ExportCableInstallation2010-03-25 08:00:002010-05-22 15:25:00
ArrayCableInstallation2010-01-01 00:00:002010-09-02 09:37:00
MonopileInstallation2010-01-01 00:00:002010-03-30 10:53:00
OffshoreSubstationInstallation2010-01-01 00:00:002010-01-04 16:05:00
ScourProtectionInstallation2010-01-01 00:00:002010-02-23 06:56:00
TurbineInstallation2010-01-01 00:00:002010-06-18 20:16:00
\n", + "
" + ], + "text/plain": [ + " start end\n", + "ExportCableInstallation 2010-03-25 08:00:00 2010-05-22 15:25:00\n", + "ArrayCableInstallation 2010-01-01 00:00:00 2010-09-02 09:37:00\n", + "MonopileInstallation 2010-01-01 00:00:00 2010-03-30 10:53:00\n", + "OffshoreSubstationInstallation 2010-01-01 00:00:00 2010-01-04 16:05:00\n", + "ScourProtectionInstallation 2010-01-01 00:00:00 2010-02-23 06:56:00\n", + "TurbineInstallation 2010-01-01 00:00:00 2010-06-18 20:16:00" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "df = pd.DataFrame.from_dict(project.phase_dates).T\n", "df.start = pd.to_datetime(df.start)\n", @@ -613,7 +1123,7 @@ }, { "cell_type": "markdown", - "id": "f4d4357c", + "id": "c6cfcc86", "metadata": {}, "source": [ "Below, we can see the installation timing is not quite realistic given the WTIV is used for the\n", @@ -624,10 +1134,21 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "8276acea", + "execution_count": 25, + "id": "00130c4b", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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cost_multiplieragentactiondurationcostleveltimephasephase_namesite_depthhub_heightper_triplocationmax_waveheightmax_windspeedtransit_speed
00Array Cable Installation VesselMobilize72361,756ACTION0ArrayCableInstallationNaNNaNNaNNaNNaNNaNNaNNaN
11WTIVMobilize1682,800,000ACTION0MonopileInstallationNaNNaNNaNNaNNaNNaNNaNNaN
20Heavy Lift VesselMobilize72936,918ACTION0OffshoreSubstationInstallationNaNNaNNaNNaNNaNNaNNaNNaN
30Feeder 0Mobilize72220,858ACTION0OffshoreSubstationInstallationNaNNaNNaNNaNNaNNaNNaNNaN
40SPI VesselMobilize72224,860ACTION0ScourProtectionInstallationNaNNaNNaNNaNNaNNaNNaNNaN
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" + ], + "text/plain": [ + " cost_multiplier agent action duration \\\n", + "0 0 Array Cable Installation Vessel Mobilize 72 \n", + "1 1 WTIV Mobilize 168 \n", + "2 0 Heavy Lift Vessel Mobilize 72 \n", + "3 0 Feeder 0 Mobilize 72 \n", + "4 0 SPI Vessel Mobilize 72 \n", + "\n", + " cost level time phase phase_name \\\n", + "0 361,756 ACTION 0 ArrayCableInstallation NaN \n", + "1 2,800,000 ACTION 0 MonopileInstallation NaN \n", + "2 936,918 ACTION 0 OffshoreSubstationInstallation NaN \n", + "3 220,858 ACTION 0 OffshoreSubstationInstallation NaN \n", + "4 224,860 ACTION 0 ScourProtectionInstallation NaN \n", + "\n", + " site_depth hub_height per_trip location max_waveheight max_windspeed \\\n", + "0 NaN NaN NaN NaN NaN NaN \n", + "1 NaN NaN NaN NaN NaN NaN \n", + "2 NaN NaN NaN NaN NaN NaN \n", + "3 NaN NaN NaN NaN NaN NaN \n", + "4 NaN NaN NaN NaN NaN NaN \n", + "\n", + " transit_speed \n", + "0 NaN \n", + "1 NaN \n", + "2 NaN \n", + "3 NaN \n", + "4 NaN " + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "df = pd.DataFrame(project.actions)\n", "df.head()" @@ -675,7 +1370,7 @@ }, { "cell_type": "markdown", - "id": "8ef2c33f", + "id": "80a3e5c2", "metadata": {}, "source": [ "Using the data frame we can filter produce vessel timing summaries for a single phase or a single\n", @@ -689,10 +1384,154 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "a5035d19", + "execution_count": 27, + "id": "d7d4491b", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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durationcost
agentaction
WTIVBolt TP2003,333,333
Crane Reequip1001,666,667
Drive Monopile751,250,000
Fasten Monopile60010,000,000
Fasten Transition Piece4006,666,667
Jackdown16263,889
Jackup16263,889
Lower Monopile02,708
Lower TP50833,333
Mobilize1682,800,000
Position Onsite1001,666,667
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Release Transition Piece1001,666,667
RovSurvey50833,333
Transit2363,926,667
Upend Monopile30507,731
\n", + "
" + ], + "text/plain": [ + " duration cost\n", + "agent action \n", + "WTIV Bolt TP 200 3,333,333\n", + " Crane Reequip 100 1,666,667\n", + " Drive Monopile 75 1,250,000\n", + " Fasten Monopile 600 10,000,000\n", + " Fasten Transition Piece 400 6,666,667\n", + " Jackdown 16 263,889\n", + " Jackup 16 263,889\n", + " Lower Monopile 0 2,708\n", + " Lower TP 50 833,333\n", + " Mobilize 168 2,800,000\n", + " Position Onsite 100 1,666,667\n", + " Release Monopile 150 2,500,000\n", + " Release Transition Piece 100 1,666,667\n", + " RovSurvey 50 833,333\n", + " Transit 236 3,926,667\n", + " Upend Monopile 30 507,731" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "mp_install = df.loc[df.phase.eq(\"MonopileInstallation\")]\n", "mp_vessel_summary = (\n", @@ -705,7 +1544,7 @@ }, { "cell_type": "markdown", - "id": "51647297", + "id": "b3e61c70", "metadata": {}, "source": [ "## Cash Flow and Net Present Value\n", @@ -725,17 +1564,25 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "044dbcb3", + "execution_count": 28, + "id": "bf94b408", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "NPV: $1,493.98 (millions, USD)\n" + ] + } + ], "source": [ "print(f\"NPV: ${project.npv / 1e6:,.2f} (millions, USD)\")" ] }, { "cell_type": "markdown", - "id": "1517b1b0", + "id": "c39ed505", "metadata": {}, "source": [ "Below, we highlight the first 12 months of the project cash flow. In the 10th month we can see that\n", @@ -745,10 +1592,147 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "fa1094c6", + "execution_count": 29, + "id": "be4fc3e3", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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monthly_opexmonthly_expensesmonthly_revenuecash_flow
0046,066,9820-46,066,982
1035,066,8170-35,066,817
2033,022,5620-33,022,562
3027,488,8740-27,488,874
44,500,00030,140,3618,409,600-21,730,761
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" + ], + "text/plain": [ + " monthly_opex monthly_expenses monthly_revenue cash_flow\n", + "0 0 46,066,982 0 -46,066,982\n", + "1 0 35,066,817 0 -35,066,817\n", + "2 0 33,022,562 0 -33,022,562\n", + "3 0 27,488,874 0 -27,488,874\n", + "4 4,500,000 30,140,361 8,409,600 -21,730,761\n", + "5 6,300,000 19,454,129 11,773,440 -7,680,689\n", + "6 7,200,000 15,594,619 13,455,360 -2,139,259\n", + "7 7,500,000 14,520,562 14,016,000 -504,562\n", + "8 7,500,000 8,078,377 14,016,000 5,937,623\n", + "9 7,500,000 7,500,000 14,016,000 6,516,000\n", + "10 7,500,000 7,500,000 14,016,000 6,516,000\n", + "11 7,500,000 7,500,000 14,016,000 6,516,000" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "pd.concat(\n", " [\n", diff --git a/examples/cable_installation.ipynb b/examples/cable_installation.ipynb index 877fabce..5d575b85 100644 --- a/examples/cable_installation.ipynb +++ b/examples/cable_installation.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e54329e3", + "id": "6acfa1a2", "metadata": {}, "source": [ "# Cable Laying and Burying\n", @@ -14,8 +14,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "d92c05bd", + "execution_count": 1, + "id": "7e2712c7", "metadata": {}, "outputs": [], "source": [ @@ -28,7 +28,7 @@ }, { "cell_type": "markdown", - "id": "542d47e2", + "id": "1d74c915", "metadata": {}, "source": [ "Below, we set up a base configuration using an imagined cable and sections (25 each of 1km and 2km cable sections) designed for simplicity." @@ -36,8 +36,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "2c5985f2", + "execution_count": 2, + "id": "160fbbfb", "metadata": {}, "outputs": [], "source": [ @@ -58,7 +58,7 @@ }, { "cell_type": "markdown", - "id": "294cab92", + "id": "eaa7f475", "metadata": {}, "source": [ "## Single Cable Laying and Burying Process\n", @@ -70,10 +70,18 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "4089bad4", + "execution_count": 3, + "id": "3cc071a8", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n" + ] + } + ], "source": [ "config_combined = deepcopy(base_config)\n", "config_combined[\"array_cable_install_vessel\"] = \"example_cable_lay_vessel\"\n", @@ -84,7 +92,7 @@ }, { "cell_type": "markdown", - "id": "5736782c", + "id": "2f79f16b", "metadata": {}, "source": [ "## Separate Cable Laying and Burying Processes\n", @@ -101,8 +109,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "dfa59704", + "execution_count": 4, + "id": "3477ab38", "metadata": {}, "outputs": [], "source": [ @@ -116,7 +124,7 @@ }, { "cell_type": "markdown", - "id": "6e837e70", + "id": "9fbf0e68", "metadata": {}, "source": [ "## Including a Trenching Vessel\n", @@ -129,8 +137,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "b71ad945", + "execution_count": 5, + "id": "7b1d226a", "metadata": {}, "outputs": [], "source": [ @@ -146,7 +154,7 @@ }, { "cell_type": "markdown", - "id": "fc90be64", + "id": "d19771b4", "metadata": {}, "source": [ "## Viewing the results\n", @@ -157,10 +165,225 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "5cc0a33c", + "execution_count": 6, + "id": "8cae6b5c", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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cost_multiplieragentactiondurationcostleveltimephasephase_namemax_waveheightmax_windspeedtransit_speed
3NaNArray Cable Installation VesselPosition Onsite2.020097.583333ACTION9.73913ArrayCableInstallationNaNNaNNaNNaN
4NaNArray Cable Installation VesselPrepare Cable1.010048.791667ACTION10.73913ArrayCableInstallationArrayCableInstallationNaNNaNNaN
5NaNArray Cable Installation VesselPull In Cable5.555268.354167ACTION16.23913ArrayCableInstallationArrayCableInstallationNaNNaNNaN
6NaNArray Cable Installation VesselTerminate Cable5.555268.354167ACTION21.73913ArrayCableInstallationArrayCableInstallationNaNNaNNaN
7NaNArray Cable Installation VesselLower Cable1.010048.791667ACTION22.73913ArrayCableInstallationArrayCableInstallationNaNNaNNaN
8NaNArray Cable Installation VesselLay/Bury Cable32.0321561.333333ACTION54.73913ArrayCableInstallationArrayCableInstallation2.025.011.5
9NaNArray Cable Installation VesselPrepare Cable1.010048.791667ACTION55.73913ArrayCableInstallationArrayCableInstallationNaNNaNNaN
10NaNArray Cable Installation VesselPull In Cable5.555268.354167ACTION61.23913ArrayCableInstallationArrayCableInstallationNaNNaNNaN
11NaNArray Cable Installation VesselTerminate Cable5.555268.354167ACTION66.73913ArrayCableInstallationArrayCableInstallationNaNNaNNaN
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" + ], + "text/plain": [ + " cost_multiplier agent action \\\n", + "3 NaN Array Cable Installation Vessel Position Onsite \n", + "4 NaN Array Cable Installation Vessel Prepare Cable \n", + "5 NaN Array Cable Installation Vessel Pull In Cable \n", + "6 NaN Array Cable Installation Vessel Terminate Cable \n", + "7 NaN Array Cable Installation Vessel Lower Cable \n", + "8 NaN Array Cable Installation Vessel Lay/Bury Cable \n", + "9 NaN Array Cable Installation Vessel Prepare Cable \n", + "10 NaN Array Cable Installation Vessel Pull In Cable \n", + "11 NaN Array Cable Installation Vessel Terminate Cable \n", + "\n", + " duration cost level time phase \\\n", + "3 2.0 20097.583333 ACTION 9.73913 ArrayCableInstallation \n", + "4 1.0 10048.791667 ACTION 10.73913 ArrayCableInstallation \n", + "5 5.5 55268.354167 ACTION 16.23913 ArrayCableInstallation \n", + "6 5.5 55268.354167 ACTION 21.73913 ArrayCableInstallation \n", + "7 1.0 10048.791667 ACTION 22.73913 ArrayCableInstallation \n", + "8 32.0 321561.333333 ACTION 54.73913 ArrayCableInstallation \n", + "9 1.0 10048.791667 ACTION 55.73913 ArrayCableInstallation \n", + "10 5.5 55268.354167 ACTION 61.23913 ArrayCableInstallation \n", + "11 5.5 55268.354167 ACTION 66.73913 ArrayCableInstallation \n", + "\n", + " phase_name max_waveheight max_windspeed transit_speed \n", + "3 NaN NaN NaN NaN \n", + "4 ArrayCableInstallation NaN NaN NaN \n", + "5 ArrayCableInstallation NaN NaN NaN \n", + "6 ArrayCableInstallation NaN NaN NaN \n", + "7 ArrayCableInstallation NaN NaN NaN \n", + "8 ArrayCableInstallation 2.0 25.0 11.5 \n", + "9 ArrayCableInstallation NaN NaN NaN \n", + "10 ArrayCableInstallation NaN NaN NaN \n", + "11 ArrayCableInstallation NaN NaN NaN " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "df_combined = pd.DataFrame(project_combined.actions)\n", "df_combined.iloc[3:12]" @@ -168,7 +391,7 @@ }, { "cell_type": "markdown", - "id": "8f47f01c", + "id": "9c76bfd3", "metadata": {}, "source": [ "Now, we demonstrate the separate process by combining the separate laying and burying steps taken\n", @@ -180,10 +403,261 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "77cf5a72", + "execution_count": 7, + "id": "939e65dd", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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cost_multiplieragentactiondurationcostleveltimephasephase_namemax_waveheightmax_windspeedtransit_speed
4NaNArray Cable Installation VesselPosition Onsite2.00020097.583333ACTION9.739130ArrayCableInstallationNaNNaNNaNNaN
5NaNArray Cable Installation VesselPrepare Cable1.00010048.791667ACTION10.739130ArrayCableInstallationArrayCableInstallationNaNNaNNaN
6NaNArray Cable Installation VesselPull In Cable5.50055268.354167ACTION16.239130ArrayCableInstallationArrayCableInstallationNaNNaNNaN
7NaNArray Cable Installation VesselTerminate Cable5.50055268.354167ACTION21.739130ArrayCableInstallationArrayCableInstallationNaNNaNNaN
8NaNArray Cable Installation VesselLower Cable1.00010048.791667ACTION22.739130ArrayCableInstallationArrayCableInstallationNaNNaNNaN
9NaNArray Cable Installation VesselLay Cable5.00050243.958333ACTION27.739130ArrayCableInstallationArrayCableInstallation2.025.011.5
10NaNArray Cable Installation VesselPrepare Cable1.00010048.791667ACTION28.739130ArrayCableInstallationArrayCableInstallationNaNNaNNaN
11NaNArray Cable Installation VesselPull In Cable5.50055268.354167ACTION34.239130ArrayCableInstallationArrayCableInstallationNaNNaNNaN
12NaNArray Cable Installation VesselTerminate Cable5.50055268.354167ACTION39.739130ArrayCableInstallationArrayCableInstallationNaNNaNNaN
455NaNArray Cable Burial VesselPosition Onsite2.00020097.583333ACTION1548.978261ArrayCableInstallationNaNNaNNaNNaN
456NaNArray Cable Burial VesselBury Cable4.82548485.419792ACTION1553.803261ArrayCableInstallationArrayCableInstallation2.025.011.5
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cost_multiplieragentactiondurationcostleveltimephasephase_namemax_waveheightmax_windspeedtransit_speed
4NaNArray Cable Trench VesselPosition Onsite2.00020097.583333ACTION3.739130ArrayCableInstallationNaNNaNNaNNaN
5NaNArray Cable Trench VesselDig Trench19.300193941.679167ACTION23.039130ArrayCableInstallationArrayCableInstallation2.025.011.5
107NaNArray Cable Installation VesselPosition Onsite2.00020097.583333ACTION828.217391ArrayCableInstallationNaNNaNNaNNaN
108NaNArray Cable Installation VesselPrepare Cable1.00010048.791667ACTION829.217391ArrayCableInstallationArrayCableInstallationNaNNaNNaN
109NaNArray Cable Installation VesselPull In Cable5.50055268.354167ACTION834.717391ArrayCableInstallationArrayCableInstallationNaNNaNNaN
110NaNArray Cable Installation VesselTerminate Cable5.50055268.354167ACTION840.217391ArrayCableInstallationArrayCableInstallationNaNNaNNaN
111NaNArray Cable Installation VesselLower Cable1.00010048.791667ACTION841.217391ArrayCableInstallationArrayCableInstallationNaNNaNNaN
112NaNArray Cable Installation VesselLay Cable5.00050243.958333ACTION846.217391ArrayCableInstallationArrayCableInstallation2.025.011.5
113NaNArray Cable Installation VesselPrepare Cable1.00010048.791667ACTION847.217391ArrayCableInstallationArrayCableInstallationNaNNaNNaN
114NaNArray Cable Installation VesselPull In Cable5.50055268.354167ACTION852.717391ArrayCableInstallationArrayCableInstallationNaNNaNNaN
115NaNArray Cable Installation VesselTerminate Cable5.50055268.354167ACTION858.217391ArrayCableInstallationArrayCableInstallationNaNNaNNaN
558NaNArray Cable Burial VesselPosition Onsite2.00020097.583333ACTION2367.456522ArrayCableInstallationNaNNaNNaNNaN
559NaNArray Cable Burial VesselBury Cable4.82548485.419792ACTION2372.281522ArrayCableInstallationArrayCableInstallation2.025.011.5
\n", + "
" + ], + "text/plain": [ + " cost_multiplier agent action \\\n", + "4 NaN Array Cable Trench Vessel Position Onsite \n", + "5 NaN Array Cable Trench Vessel Dig Trench \n", + "107 NaN Array Cable Installation Vessel Position Onsite \n", + "108 NaN Array Cable Installation Vessel Prepare Cable \n", + "109 NaN Array Cable Installation Vessel Pull In Cable \n", + "110 NaN Array Cable Installation Vessel Terminate Cable \n", + "111 NaN Array Cable Installation Vessel Lower Cable \n", + "112 NaN Array Cable Installation Vessel Lay Cable \n", + "113 NaN Array Cable Installation Vessel Prepare Cable \n", + "114 NaN Array Cable Installation Vessel Pull In Cable \n", + "115 NaN Array Cable Installation Vessel Terminate Cable \n", + "558 NaN Array Cable Burial Vessel Position Onsite \n", + "559 NaN Array Cable Burial Vessel Bury Cable \n", + "\n", + " duration cost level time phase \\\n", + "4 2.000 20097.583333 ACTION 3.739130 ArrayCableInstallation \n", + "5 19.300 193941.679167 ACTION 23.039130 ArrayCableInstallation \n", + "107 2.000 20097.583333 ACTION 828.217391 ArrayCableInstallation \n", + "108 1.000 10048.791667 ACTION 829.217391 ArrayCableInstallation \n", + "109 5.500 55268.354167 ACTION 834.717391 ArrayCableInstallation \n", + "110 5.500 55268.354167 ACTION 840.217391 ArrayCableInstallation \n", + "111 1.000 10048.791667 ACTION 841.217391 ArrayCableInstallation \n", + "112 5.000 50243.958333 ACTION 846.217391 ArrayCableInstallation \n", + "113 1.000 10048.791667 ACTION 847.217391 ArrayCableInstallation \n", + "114 5.500 55268.354167 ACTION 852.717391 ArrayCableInstallation \n", + "115 5.500 55268.354167 ACTION 858.217391 ArrayCableInstallation \n", + "558 2.000 20097.583333 ACTION 2367.456522 ArrayCableInstallation \n", + "559 4.825 48485.419792 ACTION 2372.281522 ArrayCableInstallation \n", + "\n", + " phase_name max_waveheight max_windspeed transit_speed \n", + "4 NaN NaN NaN NaN \n", + "5 ArrayCableInstallation 2.0 25.0 11.5 \n", + "107 NaN NaN NaN NaN \n", + "108 ArrayCableInstallation NaN NaN NaN \n", + "109 ArrayCableInstallation NaN NaN NaN \n", + "110 ArrayCableInstallation NaN NaN NaN \n", + "111 ArrayCableInstallation NaN NaN NaN \n", + "112 ArrayCableInstallation 2.0 25.0 11.5 \n", + "113 ArrayCableInstallation NaN NaN NaN \n", + "114 ArrayCableInstallation NaN NaN NaN \n", + "115 ArrayCableInstallation NaN NaN NaN \n", + "558 NaN NaN NaN NaN \n", + "559 ArrayCableInstallation 2.0 25.0 11.5 " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "df_separate_with_trench = pd.DataFrame(project_separate_with_trench.actions)\n", "pd.concat((\n", diff --git a/examples/cost_curves.ipynb b/examples/cost_curves.ipynb index 1f431827..8db00d67 100644 --- a/examples/cost_curves.ipynb +++ b/examples/cost_curves.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "20ec9035", + "id": "002c4a3b", "metadata": {}, "source": [ "# Cost Curve Creator\n", @@ -45,7 +45,7 @@ }, { "cell_type": "markdown", - "id": "ec21b079", + "id": "8348424b", "metadata": {}, "source": [ "## Practical Guidance\n", @@ -237,8 +237,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "3eedceff", + "execution_count": 1, + "id": "0b2623b2", "metadata": {}, "outputs": [], "source": [ @@ -267,7 +267,7 @@ }, { "cell_type": "markdown", - "id": "3747f55e", + "id": "89e5b554", "metadata": {}, "source": [ "## Configuration\n", @@ -277,8 +277,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "2d8eb940", + "execution_count": 2, + "id": "d08ae641", "metadata": {}, "outputs": [], "source": [ @@ -290,8 +290,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "9c880705", + "execution_count": 3, + "id": "3e7fc12e", "metadata": {}, "outputs": [], "source": [ @@ -307,7 +307,7 @@ }, { "cell_type": "markdown", - "id": "7f2e4f12", + "id": "c470d309", "metadata": {}, "source": [ "## Curve Fit Library" @@ -315,8 +315,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "7339d677", + "execution_count": 4, + "id": "d1372091", "metadata": {}, "outputs": [], "source": [ @@ -384,8 +384,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "71f89d78", + "execution_count": 5, + "id": "f28cf9e7", "metadata": {}, "outputs": [], "source": [ @@ -672,7 +672,7 @@ }, { "cell_type": "markdown", - "id": "a5112723", + "id": "6755f314", "metadata": {}, "source": [ "# ORBIT Design Phase Cost Curves\n", @@ -686,10 +686,36 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "ebedb39f", + "execution_count": 6, + "id": "480a0b51", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n", + "{'substructure_15MW': '-620854.4 * depth**2 + 8899.8 * depth * mean_windspeed + 508191.7 * mean_windspeed**2 + 6938.1 * depth + 247.7 * mean_windspeed + -14812.4'}\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'substructure_15MW': '-620854.4 * depth**2 + 8899.8 * depth * mean_windspeed + 508191.7 * mean_windspeed**2 + 6938.1 * depth + 247.7 * mean_windspeed + -14812.4'}\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "cost_function = CostFunction(\n", " config={\"design_phases\": [\"MonopileDesign\"]},\n", @@ -722,7 +748,7 @@ }, { "cell_type": "markdown", - "id": "924c6b20", + "id": "4a360c56", "metadata": {}, "source": [ "## Semi-Submersible Substructure\n", @@ -736,10 +762,31 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "02d82ddd", + "execution_count": 7, + "id": "b0dbeeee", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "cost_function = CostFunction(\n", " config={\"design_phases\": [\"SemiSubmersibleDesign\"]},\n", @@ -766,7 +813,7 @@ }, { "cell_type": "markdown", - "id": "36dd7278", + "id": "e6310a1d", "metadata": {}, "source": [ "## Mooring System\n", @@ -783,10 +830,30 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "3cb4c160", + "execution_count": 8, + "id": "a9ab2d56", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'catenary': '253750.5 * depth + 36972023.3'}\n", + "{'tlp': '198864.0 * depth + -198864.0 * draft_depth + 27496949.2'}\n", + "{'semitaut': '227446.8 * depth + 32803637.2'}\n" + ] + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "design_phase = \"MooringSystemDesign\"\n", "results = {\n", @@ -870,7 +937,7 @@ }, { "cell_type": "markdown", - "id": "0709321e", + "id": "8fa88f2b", "metadata": {}, "source": [ "## Array System\n", @@ -885,10 +952,21 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "6fe063c0", + "execution_count": 9, + "id": "b86f77a9", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# First plot cost as a function of depth, touchdown_distance, and floating_cable_depth to get a\n", "# sense for the 1d relationships\n", @@ -965,10 +1043,31 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "ef72e183", + "execution_count": 10, + "id": "d278fbda", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "RuntimeWarning: /Users/rhammond/GitHub_Public/ORBIT/ORBIT/phases/design/_cables.py:405\n", + "The iteration is not making good progress, as measured by the \n", + " improvement from the last ten iterations.RuntimeWarning: /Users/rhammond/GitHub_Public/ORBIT/ORBIT/phases/design/_cables.py:405\n", + "The iteration is not making good progress, as measured by the \n", + " improvement from the last ten iterations.RuntimeWarning: /Users/rhammond/GitHub_Public/ORBIT/ORBIT/phases/design/_cables.py:391\n", + "overflow encountered in cosh\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning: Catenary calculation failed. Reverting to simple vertical profile.\n", + "Warning: Catenary calculation failed. Reverting to simple vertical profile.\n" + ] + } + ], "source": [ "# Then create functions of two variables.\n", "# NOTE: The parameterization and plotting are split in two blocks since the ORBIT model takes\n", @@ -1021,10 +1120,21 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "d9099c49", + "execution_count": 11, + "id": "58f97033", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# NOTE: The parameterization and plotting are split in two blocks since the ORBIT model takes\n", "# some time to run.\n", @@ -1061,17 +1171,25 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "13d03978", + "execution_count": 12, + "id": "36e759e5", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'floating': '54571434.2 * floating_cable_depth**2 + 45993.5 * floating_cable_depth * touchdown_distance + -15220.9 * touchdown_distance**2 + -190.8 * floating_cable_depth + -406.1 * touchdown_distance + 136.2'}\n" + ] + } + ], "source": [ "cost_touchdown_cabledepth.export(example_dir / \"configs/array_system.yaml\", \"floating\")" ] }, { "cell_type": "markdown", - "id": "4f9135fa", + "id": "86d4d60d", "metadata": {}, "source": [ "## Export System\n", @@ -1086,10 +1204,29 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "a2bd9273", + "execution_count": 13, + "id": "ffb1d3bf", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'floating_hvac': '3001.8 * depth + 3001804.0 * dist_s_to_l + 9005412.0'}\n", + "{'floating_hvdc': '900.0 * depth + 900000.0 * dist_s_to_l + 2700000.0'}\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "design_phase = \"ExportSystemDesign\"\n", "results = {\n", @@ -1161,7 +1298,7 @@ }, { "cell_type": "markdown", - "id": "090783af", + "id": "15e2f0cb", "metadata": {}, "source": [ "## Offshore Floating Substation\n", @@ -1172,10 +1309,28 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "9273dc8a", + "execution_count": 14, + "id": "5e34d67b", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'oss_substructure': '0.0 * depth + 1820400.0'}\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "cost_function = CostFunction(\n", " config={\"design_phases\": [\"OffshoreFloatingSubstationDesign\"]},\n", diff --git a/examples/custom_array.ipynb b/examples/custom_array.ipynb index ad919185..921b9289 100644 --- a/examples/custom_array.ipynb +++ b/examples/custom_array.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "14a2643b", + "id": "5de0bfd5", "metadata": {}, "source": [ "(custom-array-layou)=\n", @@ -23,10 +23,18 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "21956c80", + "execution_count": 1, + "id": "52f17bcc", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n" + ] + } + ], "source": [ "from copy import deepcopy\n", "from pprint import pprint\n", @@ -50,7 +58,7 @@ }, { "cell_type": "markdown", - "id": "11b1dcc6", + "id": "715431de", "metadata": {}, "source": [ "## Contents\n", @@ -81,10 +89,24 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "2ff42222", + "execution_count": 2, + "id": "02515138", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'array_system_design': {'cables': ['XLPE_400mm_33kV',\n", + " 'XLPE_630mm_33kV',\n", + " 'XLPE_630mm_220kV'],\n", + " 'location_data': 'dudgeon_array'},\n", + " 'plant': {'layout': 'custom', 'num_turbines': 67},\n", + " 'site': {'depth': 20},\n", + " 'turbine': 'SWT_6MW_154m_110m'}\n" + ] + } + ], "source": [ "config = library.extract_library_specs(\"config\", \"example_custom_array_simple\")\n", "pprint(config)" @@ -92,7 +114,7 @@ }, { "cell_type": "markdown", - "id": "0d965964", + "id": "72c2f423", "metadata": {}, "source": [ "### Key Differences In A Custom Layout Configuration\n", @@ -112,10 +134,96 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "0a71224c", + "execution_count": 3, + "id": "3acf15fd", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"array_system_design\": {\n", + " \"cables\": {\n", + " \"XLPE_400mm_33kV\": {\n", + " \"ac_resistance\": 0.06,\n", + " \"capacitance\": 225,\n", + " \"conductor_size\": 400,\n", + " \"cost_per_km\": 364352,\n", + " \"current_capacity\": 600,\n", + " \"inductance\": 0.375,\n", + " \"linear_density\": 35,\n", + " \"name\": \"XLPE_400mm_33kV\",\n", + " \"rated_voltage\": 33\n", + " },\n", + " \"XLPE_630mm_220kV\": {\n", + " \"ac_resistance\": 0.25,\n", + " \"cable_type\": \"HVAC\",\n", + " \"capacitance\": 160,\n", + " \"conductor_size\": 630,\n", + " \"cost_per_km\": 853557,\n", + " \"current_capacity\": 715,\n", + " \"inductance\": 0.41,\n", + " \"linear_density\": 96,\n", + " \"name\": \"XLPE_630mm_220kV\",\n", + " \"rated_voltage\": 220\n", + " },\n", + " \"XLPE_630mm_33kV\": {\n", + " \"ac_resistance\": 0.04,\n", + " \"cable_type\": \"HVAC\",\n", + " \"capacitance\": 300,\n", + " \"conductor_size\": 630,\n", + " \"cost_per_km\": 546528,\n", + " \"current_capacity\": 700,\n", + " \"inductance\": 0.35,\n", + " \"linear_density\": 42.5,\n", + " \"name\": \"XLPE_630mm_33kV\",\n", + " \"rated_voltage\": 33\n", + " }\n", + " },\n", + " \"location_data\": \"dudgeon_array\"\n", + " },\n", + " \"plant\": {\n", + " \"layout\": \"custom\",\n", + " \"num_turbines\": 67\n", + " },\n", + " \"site\": {\n", + " \"depth\": 20\n", + " },\n", + " \"turbine\": {\n", + " \"blade\": {\n", + " \"deck_space\": 100,\n", + " \"length\": 75,\n", + " \"mass\": 100\n", + " },\n", + " \"hub_height\": 110,\n", + " \"nacelle\": {\n", + " \"deck_space\": 200,\n", + " \"mass\": 360\n", + " },\n", + " \"name\": \"SWT-6MW-154\",\n", + " \"rated_windspeed\": 13,\n", + " \"rotor_diameter\": 154,\n", + " \"tower\": {\n", + " \"deck_space\": 36,\n", + " \"length\": 110,\n", + " \"mass\": 150,\n", + " \"sections\": 2\n", + " },\n", + " \"turbine_rating\": 6\n", + " }\n", + "}\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "UserWarning: /Users/rhammond/GitHub_Public/ORBIT/ORBIT/phases/design/array_system_design.py:1103\n", + "Missing data in columns ['cable_length', 'bury_speed']; all values will be calculated.\n" + ] + } + ], "source": [ "array = CustomArraySystemDesign(config)\n", "array.run()\n", @@ -124,7 +232,7 @@ }, { "cell_type": "markdown", - "id": "8defaef7", + "id": "96152337", "metadata": {}, "source": [ "### Custom Array Layout CSV Explanation\n", @@ -156,10 +264,215 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "cc177e5e", + "execution_count": 4, + "id": "3ed86dd4", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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60DAG_L3DOW_OSSDAG_L31.37825053.23491711.02.00.00.0
61DAH_L4DOW_OSSDAH_L41.38800053.23040011.03.00.00.0
62DAJ_L5DOW_OSSDAJ_L51.39775053.22588311.04.00.00.0
0DOW_OSSDOW_OSSDOW_OSS1.37876753.264800
\n", + "

68 rows \u00d7 9 columns

\n", + "
" + ], + "text/plain": [ + " id substation_id name Longitude Latitude String Order \\\n", + "1 DAE_A1 DOW_OSS DAE_A1 1.358783 53.243950 0.0 0.0 \n", + "2 DAD_A2 DOW_OSS DAD_A2 1.349033 53.248467 0.0 1.0 \n", + "3 DAC_A3 DOW_OSS DAC_A3 1.339283 53.252983 0.0 2.0 \n", + "4 DAB_A4 DOW_OSS DAB_A4 1.329550 53.257500 0.0 3.0 \n", + "5 DAA_A5 DOW_OSS DAA_A5 1.319800 53.262017 0.0 4.0 \n", + ".. ... ... ... ... ... ... ... \n", + "59 DAF_L2 DOW_OSS DAF_L2 1.368533 53.239433 11.0 1.0 \n", + "60 DAG_L3 DOW_OSS DAG_L3 1.378250 53.234917 11.0 2.0 \n", + "61 DAH_L4 DOW_OSS DAH_L4 1.388000 53.230400 11.0 3.0 \n", + "62 DAJ_L5 DOW_OSS DAJ_L5 1.397750 53.225883 11.0 4.0 \n", + "0 DOW_OSS DOW_OSS DOW_OSS 1.378767 53.264800 \n", + "\n", + " cable_length bury_speed \n", + "1 0.0 0.0 \n", + "2 0.0 0.0 \n", + "3 0.0 0.0 \n", + "4 0.0 0.0 \n", + "5 0.0 0.0 \n", + ".. ... ... \n", + "59 0.0 0.0 \n", + "60 0.0 0.0 \n", + "61 0.0 0.0 \n", + "62 0.0 0.0 \n", + "0 \n", + "\n", + "[68 rows x 9 columns]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "df = pd.read_csv(library_path / \"cables/dudgeon_array.csv\").fillna(\"\")\n", "df.sort_values(by=[\"String\", \"Order\"])" @@ -167,7 +480,7 @@ }, { "cell_type": "markdown", - "id": "9bad743b", + "id": "a63f827f", "metadata": {}, "source": [ "(case_1)=\n", @@ -184,10 +497,32 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "602f2224", + "execution_count": 5, + "id": "fce651ec", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'array_system_design': {'cables': ['XLPE_400mm_33kV', 'XLPE_630mm_33kV'],\n", + " 'location_data': 'dudgeon_array_no_data'},\n", + " 'plant': {'layout': 'custom', 'num_turbines': 67},\n", + " 'site': {'depth': 20},\n", + " 'turbine': 'SWT_6MW_154m_110m'}\n", + "+--------------------------------+\n", + "| PROJECT SPECIFICATIONS |\n", + "+---------------------------+----+\n", + "| N turbines full string | 5 |\n", + "| N full strings | 13 |\n", + "| N turbines partial string | 2 |\n", + "| N partial strings | 1 |\n", + "+---------------------------+----+\n", + "Saving custom array to: /project/plant/dudgeon_array_no_data.csv\n", + "Save complete!\n" + ] + } + ], "source": [ "config = library.extract_library_specs(\"config\", \"example_custom_array_no_data\")\n", "pprint(config)\n", @@ -199,7 +534,7 @@ }, { "cell_type": "markdown", - "id": "364fab51", + "id": "2b9361d6", "metadata": {}, "source": [ "There are a few items worth noting in the layout:\n", @@ -214,8 +549,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "aec2edfb", + "execution_count": 6, + "id": "3aa0160d", "metadata": {}, "outputs": [], "source": [ @@ -228,7 +563,7 @@ }, { "cell_type": "markdown", - "id": "02ff9e7a", + "id": "86c5e56a", "metadata": {}, "source": [ "(case_2)=\n", @@ -245,10 +580,24 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "e33b002e", + "execution_count": 7, + "id": "796df462", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'array_system_design': {'cables': ['XLPE_400mm_33kV',\n", + " 'XLPE_630mm_33kV',\n", + " 'XLPE_630mm_220kV'],\n", + " 'location_data': 'dudgeon_array'},\n", + " 'plant': {'layout': 'custom', 'num_turbines': 67},\n", + " 'site': {'depth': 20},\n", + " 'turbine': 'SWT_6MW_154m_110m'}\n" + ] + } + ], "source": [ "config = library.extract_library_specs(\"config\", \"example_custom_array_simple\")\n", "pprint(config)" @@ -256,7 +605,7 @@ }, { "cell_type": "markdown", - "id": "d3303d1f", + "id": "f8923711", "metadata": {}, "source": [ "The below figure demonstrates the meaning of the straight-line distance between two points." @@ -264,10 +613,29 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "475933d0", + "execution_count": 8, + "id": "b5702e5f", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "UserWarning: /Users/rhammond/GitHub_Public/ORBIT/ORBIT/phases/design/array_system_design.py:1103\n", + "Missing data in columns ['cable_length', 'bury_speed']; all values will be calculated.\n" + ] + }, + { + "data": { + "image/png": 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idsubstation_idsubstation_namesubstation_latitudesubstation_longitudeturbine_nameturbine_latitudeturbine_longitudestringordercable_lengthbury_speed
0DAE_A1DOW_OSSDOW_OSS53.26481.378767DAE_A153.2439501.358783000.00.0
1DAD_A2DOW_OSSDOW_OSS53.26481.378767DAD_A253.2484671.349033010.00.0
2DAC_A3DOW_OSSDOW_OSS53.26481.378767DAC_A353.2529831.339283020.00.0
3DAB_A4DOW_OSSDOW_OSS53.26481.378767DAB_A453.2575001.329550030.00.0
4DAA_A5DOW_OSSDOW_OSS53.26481.378767DAA_A553.2620171.319800040.00.0
.......................................
57DCE_L1DOW_OSSDOW_OSS53.26481.378767DCE_L153.2517831.3688331100.00.0
58DAF_L2DOW_OSSDOW_OSS53.26481.378767DAF_L253.2394331.3685331110.00.0
59DAG_L3DOW_OSSDOW_OSS53.26481.378767DAG_L353.2349171.3782501120.00.0
60DAH_L4DOW_OSSDOW_OSS53.26481.378767DAH_L453.2304001.3880001130.00.0
61DAJ_L5DOW_OSSDOW_OSS53.26481.378767DAJ_L553.2258831.3977501140.00.0
\n", + "

67 rows \u00d7 12 columns

\n", + "
" + ], + "text/plain": [ + " id substation_id substation_name substation_latitude \\\n", + "0 DAE_A1 DOW_OSS DOW_OSS 53.2648 \n", + "1 DAD_A2 DOW_OSS DOW_OSS 53.2648 \n", + "2 DAC_A3 DOW_OSS DOW_OSS 53.2648 \n", + "3 DAB_A4 DOW_OSS DOW_OSS 53.2648 \n", + "4 DAA_A5 DOW_OSS DOW_OSS 53.2648 \n", + ".. ... ... ... ... \n", + "57 DCE_L1 DOW_OSS DOW_OSS 53.2648 \n", + "58 DAF_L2 DOW_OSS DOW_OSS 53.2648 \n", + "59 DAG_L3 DOW_OSS DOW_OSS 53.2648 \n", + "60 DAH_L4 DOW_OSS DOW_OSS 53.2648 \n", + "61 DAJ_L5 DOW_OSS DOW_OSS 53.2648 \n", + "\n", + " substation_longitude turbine_name turbine_latitude turbine_longitude \\\n", + "0 1.378767 DAE_A1 53.243950 1.358783 \n", + "1 1.378767 DAD_A2 53.248467 1.349033 \n", + "2 1.378767 DAC_A3 53.252983 1.339283 \n", + "3 1.378767 DAB_A4 53.257500 1.329550 \n", + "4 1.378767 DAA_A5 53.262017 1.319800 \n", + ".. ... ... ... ... \n", + "57 1.378767 DCE_L1 53.251783 1.368833 \n", + "58 1.378767 DAF_L2 53.239433 1.368533 \n", + "59 1.378767 DAG_L3 53.234917 1.378250 \n", + "60 1.378767 DAH_L4 53.230400 1.388000 \n", + "61 1.378767 DAJ_L5 53.225883 1.397750 \n", + "\n", + " string order cable_length bury_speed \n", + "0 0 0 0.0 0.0 \n", + "1 0 1 0.0 0.0 \n", + "2 0 2 0.0 0.0 \n", + "3 0 3 0.0 0.0 \n", + "4 0 4 0.0 0.0 \n", + ".. ... ... ... ... \n", + "57 11 0 0.0 0.0 \n", + "58 11 1 0.0 0.0 \n", + "59 11 2 0.0 0.0 \n", + "60 11 3 0.0 0.0 \n", + "61 11 4 0.0 0.0 \n", + "\n", + "[67 rows x 12 columns]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "array.location_data" ] }, { "cell_type": "markdown", - "id": "62579d25", + "id": "add89388", "metadata": {}, "source": [ "For later comparison, we'll show the cabling costs for the straight-line cabling assumption." @@ -304,10 +926,22 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "3966c10e", + "execution_count": 10, + "id": "911881ae", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Cable Type | Cost in USD\n", + "XLPE_400mm_33kV | $ 18,701,160.61\n", + "XLPE_630mm_33kV | $ 8,144,423.11\n", + "XLPE_630mm_220kV| $ 10,361,949.24\n", + "Total | $ 37,207,532.97\n" + ] + } + ], "source": [ "print(f\"{'Cable Type':<16}| {'Cost in USD':>15}\")\n", "for cable, cost in array.cost_by_type.items():\n", @@ -318,7 +952,7 @@ }, { "cell_type": "markdown", - "id": "765d999f", + "id": "53b0de17", "metadata": {}, "source": [ "(case_3)=\n", @@ -342,10 +976,215 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "70e77918", + "execution_count": 11, + "id": "3c6a09cb", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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idsubstation_idnamelongitudelatitudestringordercable_lengthbury_speed
0DOW_OSSDOW_OSSDOW_OSS16.22990935.769173
1DAE_A1DOW_OSSDAE_A114.89084533.4507590.00.00.00.0
2DAD_A2DOW_OSSDAD_A214.23752833.9530260.01.00.00.0
3DAC_A3DOW_OSSDAC_A313.58421134.4551820.02.00.00.0
4DAB_A4DOW_OSSDAB_A412.93203434.9574500.03.00.00.0
..............................
63DCE_L1DOW_OSSDCE_L115.56426334.32174911.00.00.00.0
64DAF_L2DOW_OSSDAF_L215.54416132.94849111.01.00.00.0
65DAG_L3DOW_OSSDAG_L316.19526632.44633511.02.00.00.0
66DAH_L4DOW_OSSDAH_L416.84858331.94406711.03.00.00.0
67DAJ_L5DOW_OSSDAJ_L517.50189931.44180011.04.00.00.0
\n", + "

68 rows \u00d7 9 columns

\n", + "
" + ], + "text/plain": [ + " id substation_id name longitude latitude string order \\\n", + "0 DOW_OSS DOW_OSS DOW_OSS 16.229909 35.769173 \n", + "1 DAE_A1 DOW_OSS DAE_A1 14.890845 33.450759 0.0 0.0 \n", + "2 DAD_A2 DOW_OSS DAD_A2 14.237528 33.953026 0.0 1.0 \n", + "3 DAC_A3 DOW_OSS DAC_A3 13.584211 34.455182 0.0 2.0 \n", + "4 DAB_A4 DOW_OSS DAB_A4 12.932034 34.957450 0.0 3.0 \n", + ".. ... ... ... ... ... ... ... \n", + "63 DCE_L1 DOW_OSS DCE_L1 15.564263 34.321749 11.0 0.0 \n", + "64 DAF_L2 DOW_OSS DAF_L2 15.544161 32.948491 11.0 1.0 \n", + "65 DAG_L3 DOW_OSS DAG_L3 16.195266 32.446335 11.0 2.0 \n", + "66 DAH_L4 DOW_OSS DAH_L4 16.848583 31.944067 11.0 3.0 \n", + "67 DAJ_L5 DOW_OSS DAJ_L5 17.501899 31.441800 11.0 4.0 \n", + "\n", + " cable_length bury_speed \n", + "0 \n", + "1 0.0 0.0 \n", + "2 0.0 0.0 \n", + "3 0.0 0.0 \n", + "4 0.0 0.0 \n", + ".. ... ... \n", + "63 0.0 0.0 \n", + "64 0.0 0.0 \n", + "65 0.0 0.0 \n", + "66 0.0 0.0 \n", + "67 0.0 0.0 \n", + "\n", + "[68 rows x 9 columns]" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "df = pd.read_csv(library_path / \"cables/dudgeon_distance_based.csv\", index_col=False).fillna(\"\")\n", "df" @@ -353,7 +1192,7 @@ }, { "cell_type": "markdown", - "id": "40919fff", + "id": "0aabc996", "metadata": {}, "source": [ "Using the distance-based location data requires us to set `distance` to True in the\n", @@ -363,10 +1202,25 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "7acc0dda", + "execution_count": 12, + "id": "37ee189e", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'array_system_design': {'cables': ['XLPE_400mm_33kV',\n", + " 'XLPE_630mm_33kV',\n", + " 'XLPE_630mm_220kV'],\n", + " 'distance': True,\n", + " 'location_data': 'dudgeon_distance_based'},\n", + " 'plant': {'layout': 'custom', 'num_turbines': 67},\n", + " 'site': {'depth': 20},\n", + " 'turbine': 'SWT_6MW_154m_110m'}\n" + ] + } + ], "source": [ "config = library.extract_library_specs(\"config\", \"example_custom_array_simple_distance_based\")\n", "pprint(config)" @@ -374,7 +1228,7 @@ }, { "cell_type": "markdown", - "id": "82f49925", + "id": "720f309a", "metadata": {}, "source": [ "Alternatively, we can set the `distance=True` when calling the `CustomArraySystemDesign`, however\n", @@ -386,10 +1240,29 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "8080379b", + "execution_count": 13, + "id": "3ba31273", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "UserWarning: /Users/rhammond/GitHub_Public/ORBIT/ORBIT/phases/design/array_system_design.py:1103\n", + "Missing data in columns ['cable_length', 'bury_speed']; all values will be calculated.\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "array_distance = CustomArraySystemDesign(config, distance=True)\n", "array_distance.run()\n", @@ -398,7 +1271,7 @@ }, { "cell_type": "markdown", - "id": "b1a7839d", + "id": "63fab445", "metadata": {}, "source": [ "Overall, the cabling cost is highly similar, with the difference being attributed to the method\n", @@ -407,10 +1280,22 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "a68620b8", + "execution_count": 14, + "id": "7fb18530", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Cable Type | Cost in USD (lat,lon) | Cost in USD (dist_lat,dist_lon)\n", + "XLPE_400mm_33kV | $ 18,701,160.61 | $ 18,756,091.16\n", + "XLPE_630mm_33kV | $ 8,144,423.11 | $ 8,166,522.03\n", + "XLPE_630mm_220kV | $ 10,361,949.24 | $ 10,392,923.05\n", + "Total | $ 37,207,532.97 | $ 37,315,536.24\n" + ] + } + ], "source": [ "print(f\"{'Cable Type':<16} | {'Cost in USD (lat,lon)':>20} | {'Cost in USD (dist_lat,dist_lon)':>15}\")\n", "for (cable1, cost1), (cable2, cost2) in zip(array.cost_by_type.items(), array_distance.cost_by_type.items()):\n", @@ -421,7 +1306,7 @@ }, { "cell_type": "markdown", - "id": "5a169b19", + "id": "16df889e", "metadata": {}, "source": [ "(case_4)=\n", @@ -442,10 +1327,33 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "e2154a09", + "execution_count": 15, + "id": "e1ca530e", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'array_system_design': {'average_exclusion_percent': 0.05,\n", + " 'cables': ['XLPE_400mm_33kV',\n", + " 'XLPE_630mm_33kV',\n", + " 'XLPE_630mm_220kV'],\n", + " 'location_data': 'dudgeon_array'},\n", + " 'plant': {'layout': 'custom', 'num_turbines': 67},\n", + " 'site': {'depth': 20},\n", + " 'turbine': 'SWT_6MW_154m_110m'}\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "UserWarning: /Users/rhammond/GitHub_Public/ORBIT/ORBIT/phases/design/array_system_design.py:1103\n", + "Missing data in columns ['cable_length', 'bury_speed']; all values will be calculated.\n" + ] + } + ], "source": [ "config = library.extract_library_specs(\"config\", \"example_custom_array_exclusions\")\n", "pprint(config)\n", @@ -456,10 +1364,22 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "58a0c327", + "execution_count": 16, + "id": "e864cc46", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Cable Type | Cost in USD\n", + "XLPE_400mm_33kV | $ 19,601,240.84\n", + "XLPE_630mm_33kV | $ 8,538,527.60\n", + "XLPE_630mm_220kV| $ 10,868,096.91\n", + "Total | $ 39,007,865.35\n" + ] + } + ], "source": [ "print(f\"{'Cable Type':<16}| {'Cost in USD':>15}\")\n", "for cable, cost in array_exclusion.cost_by_type.items():\n", @@ -470,7 +1390,7 @@ }, { "cell_type": "markdown", - "id": "f9eded52", + "id": "2b26442e", "metadata": {}, "source": [ "(case_5)=\n", @@ -493,10 +1413,24 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "91206d3e", + "execution_count": 17, + "id": "3dd4081b", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'array_system_design': {'cables': ['XLPE_400mm_33kV',\n", + " 'XLPE_630mm_33kV',\n", + " 'XLPE_630mm_220kV'],\n", + " 'location_data': 'dudgeon_custom'},\n", + " 'plant': {'layout': 'custom', 'num_turbines': 67},\n", + " 'site': {'depth': 20},\n", + " 'turbine': 'SWT_6MW_154m_110m'}\n" + ] + } + ], "source": [ "config = library.extract_library_specs(\"config\", \"example_custom_array_custom\")\n", "pprint(config)\n", @@ -507,7 +1441,7 @@ }, { "cell_type": "markdown", - "id": "454913cb", + "id": "949cf3e6", "metadata": {}, "source": [ "Note that there are now cable lengths defined as well as burial speeds for the installation phase." @@ -515,17 +1449,271 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "56074406", + "execution_count": 18, + "id": "fe8fa74e", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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idsubstation_idsubstation_namesubstation_latitudesubstation_longitudeturbine_nameturbine_latitudeturbine_longitudestringordercable_lengthbury_speed
0DAE_A1DOW_OSSDOW_OSS53.26481.378767DAE_A153.2439501.358783003.1352790.50
1DAD_A2DOW_OSSDOW_OSS53.26481.378767DAD_A253.2484671.349033010.9938600.50
2DAC_A3DOW_OSSDOW_OSS53.26481.378767DAC_A353.2529831.339283020.9937190.50
3DAB_A4DOW_OSSDOW_OSS53.26481.378767DAB_A453.2575001.329550030.9926990.50
4DAA_A5DOW_OSSDOW_OSS53.26481.378767DAA_A553.2620171.319800040.9936730.50
.......................................
62DCE_L1DOW_OSSDOW_OSS53.26481.378767DCE_L153.2517831.3688331101.7128220.05
63DAF_L2DOW_OSSDOW_OSS53.26481.378767DAF_L253.2394331.3685331111.4833180.05
64DAG_L3DOW_OSSDOW_OSS53.26481.378767DAG_L353.2349171.3782501120.9017210.05
65DAH_L4DOW_OSSDOW_OSS53.26481.378767DAH_L453.2304001.3880001130.9036790.05
66DAJ_L5DOW_OSSDOW_OSS53.26481.378767DAJ_L553.2258831.3977501140.9037360.05
\n", + "

67 rows \u00d7 12 columns

\n", + "
" + ], + "text/plain": [ + " id substation_id substation_name substation_latitude \\\n", + "0 DAE_A1 DOW_OSS DOW_OSS 53.2648 \n", + "1 DAD_A2 DOW_OSS DOW_OSS 53.2648 \n", + "2 DAC_A3 DOW_OSS DOW_OSS 53.2648 \n", + "3 DAB_A4 DOW_OSS DOW_OSS 53.2648 \n", + "4 DAA_A5 DOW_OSS DOW_OSS 53.2648 \n", + ".. ... ... ... ... \n", + "62 DCE_L1 DOW_OSS DOW_OSS 53.2648 \n", + "63 DAF_L2 DOW_OSS DOW_OSS 53.2648 \n", + "64 DAG_L3 DOW_OSS DOW_OSS 53.2648 \n", + "65 DAH_L4 DOW_OSS DOW_OSS 53.2648 \n", + "66 DAJ_L5 DOW_OSS DOW_OSS 53.2648 \n", + "\n", + " substation_longitude turbine_name turbine_latitude turbine_longitude \\\n", + "0 1.378767 DAE_A1 53.243950 1.358783 \n", + "1 1.378767 DAD_A2 53.248467 1.349033 \n", + "2 1.378767 DAC_A3 53.252983 1.339283 \n", + "3 1.378767 DAB_A4 53.257500 1.329550 \n", + "4 1.378767 DAA_A5 53.262017 1.319800 \n", + ".. ... ... ... ... \n", + "62 1.378767 DCE_L1 53.251783 1.368833 \n", + "63 1.378767 DAF_L2 53.239433 1.368533 \n", + "64 1.378767 DAG_L3 53.234917 1.378250 \n", + "65 1.378767 DAH_L4 53.230400 1.388000 \n", + "66 1.378767 DAJ_L5 53.225883 1.397750 \n", + "\n", + " string order cable_length bury_speed \n", + "0 0 0 3.135279 0.50 \n", + "1 0 1 0.993860 0.50 \n", + "2 0 2 0.993719 0.50 \n", + "3 0 3 0.992699 0.50 \n", + "4 0 4 0.993673 0.50 \n", + ".. ... ... ... ... \n", + "62 11 0 1.712822 0.05 \n", + "63 11 1 1.483318 0.05 \n", + "64 11 2 0.901721 0.05 \n", + "65 11 3 0.903679 0.05 \n", + "66 11 4 0.903736 0.05 \n", + "\n", + "[67 rows x 12 columns]" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "array_custom.location_data" ] }, { "cell_type": "markdown", - "id": "2908a1a4", + "id": "77406409", "metadata": {}, "source": [ "Once again, the cabling costs have increased." @@ -533,10 +1721,22 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "2aeef7e8", + "execution_count": 19, + "id": "3c2b09a6", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Cable Type | Cost in USD\n", + "XLPE_400mm_33kV | $ 20,841,928.36\n", + "XLPE_630mm_33kV | $ 9,307,325.71\n", + "XLPE_630mm_220kV| $ 10,158,477.79\n", + "Total | $ 40,307,731.86\n" + ] + } + ], "source": [ "print(f\"{'Cable Type':<16}| {'Cost in USD':>15}\")\n", "for cable, cost in array_custom.cost_by_type.items():\n", @@ -547,7 +1747,7 @@ }, { "cell_type": "markdown", - "id": "4deee4e2", + "id": "8835a368", "metadata": {}, "source": [ "(running)=\n", @@ -565,8 +1765,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "9ddef186", + "execution_count": 20, + "id": "7bf82547", "metadata": {}, "outputs": [], "source": [ @@ -592,7 +1792,7 @@ }, { "cell_type": "markdown", - "id": "3342988d", + "id": "7d3de80e", "metadata": {}, "source": [ "### Run And Inspect The Simulation Results\n", @@ -604,10 +1804,22 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "c20fdb9a", + "execution_count": 21, + "id": "9ea53b99", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Simulation | Cost (in USD) | Time (in hours)\n", + "straight-line distance | $24,594,075.16 | 2,372\n", + "distance-based coordinates | $24,605,520.50 | 2,373\n", + "with exclusions | $24,784,480.17 | 2,391\n", + "custom | $31,792,520.58 | 3,088\n" + ] + } + ], "source": [ "names = (\"straight-line distance\", \"distance-based coordinates\", \"with exclusions\", \"custom\")\n", "simulations = (sim2, sim3, sim4, sim5)\n", @@ -622,7 +1834,7 @@ }, { "cell_type": "markdown", - "id": "a8a9e704", + "id": "35e885b9", "metadata": {}, "source": [ "(project_manager)=\n", @@ -636,10 +1848,59 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "48b6fa78", + "execution_count": 22, + "id": "d3e7cc8e", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "{'design_phases': ['CustomArraySystemDesign'],\n", + " 'install_phases': ['ArrayCableInstallation'],\n", + " 'plant': {'layout': 'custom', 'num_turbines': 67},\n", + " 'port': {'monthly_rate': 10000},\n", + " 'site': {'depth': 20, 'distance': 50},\n", + " 'turbine': 'SWT_6MW_154m_110m',\n", + " 'array_system_design': {'cables': ['XLPE_400mm_33kV',\n", + " 'XLPE_630mm_33kV',\n", + " 'XLPE_630mm_220kV'],\n", + " 'location_data': id substation_id name latitude longitude string order \\\n", + " 0 DOW_OSS DOW_OSS DOW_OSS 53.264800 1.378767 NaN NaN \n", + " 1 DAE_A1 DOW_OSS DAE_A1 53.243950 1.358783 0.0 0.0 \n", + " 2 DAD_A2 DOW_OSS DAD_A2 53.248467 1.349033 0.0 1.0 \n", + " 3 DAC_A3 DOW_OSS DAC_A3 53.252983 1.339283 0.0 2.0 \n", + " 4 DAB_A4 DOW_OSS DAB_A4 53.257500 1.329550 0.0 3.0 \n", + " .. ... ... ... ... ... ... ... \n", + " 63 DCE_L1 DOW_OSS DCE_L1 53.251783 1.368833 11.0 0.0 \n", + " 64 DAF_L2 DOW_OSS DAF_L2 53.239433 1.368533 11.0 1.0 \n", + " 65 DAG_L3 DOW_OSS DAG_L3 53.234917 1.378250 11.0 2.0 \n", + " 66 DAH_L4 DOW_OSS DAH_L4 53.230400 1.388000 11.0 3.0 \n", + " 67 DAJ_L5 DOW_OSS DAJ_L5 53.225883 1.397750 11.0 4.0 \n", + " \n", + " cable_length bury_speed \n", + " 0 NaN NaN \n", + " 1 3.135279 0.50 \n", + " 2 0.993860 0.50 \n", + " 3 0.993719 0.50 \n", + " 4 0.992699 0.50 \n", + " .. ... ... \n", + " 63 1.712822 0.05 \n", + " 64 1.483318 0.05 \n", + " 65 0.901721 0.05 \n", + " 66 0.903679 0.05 \n", + " 67 0.903736 0.05 \n", + " \n", + " [68 rows x 9 columns],\n", + " 'distance': False},\n", + " 'array_cable_install_vessel': 'example_cable_lay_vessel',\n", + " 'array_cable_bury_vessel': 'example_cable_lay_vessel'}" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "config = library.extract_library_specs(\"config\", \"example_custom_array_project_manager\")\n", "config[\"array_system_design\"][\"location_data\"] = library.extract_library_specs(\n", @@ -650,7 +1911,7 @@ }, { "cell_type": "markdown", - "id": "4bd9b47b", + "id": "d063d5ae", "metadata": {}, "source": [ "Below, we can see that the results coming from the `ProjectManager` are the same as the additive\n", @@ -659,10 +1920,21 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "6dbb6bad", + "execution_count": 23, + "id": "2d2afca5", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Custom Design | $40,307,731.86\n", + "Custom Installation | $31,792,520.58\n", + "Total Custom Cost | $72,100,252.44\n", + "Project Manager Cost | $72,100,252.44\n" + ] + } + ], "source": [ "project = ProjectManager(config)\n", "project.run()\n", diff --git a/examples/export_cable_system.ipynb b/examples/export_cable_system.ipynb index 2570fee6..c5841b16 100644 --- a/examples/export_cable_system.ipynb +++ b/examples/export_cable_system.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c856c21e", + "id": "97213178", "metadata": {}, "source": [ "# HVAC vs HVDC Systems\n", @@ -16,8 +16,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "4aa0f22a", + "execution_count": 1, + "id": "b318e195", "metadata": {}, "outputs": [], "source": [ @@ -36,7 +36,7 @@ }, { "cell_type": "markdown", - "id": "32b65dd4", + "id": "910a3187", "metadata": {}, "source": [ "## Setup The Models\n", @@ -49,8 +49,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "f449106a", + "execution_count": 2, + "id": "da6598ea", "metadata": {}, "outputs": [], "source": [ @@ -79,7 +79,7 @@ }, { "cell_type": "markdown", - "id": "87bc449d", + "id": "7b55db97", "metadata": {}, "source": [ "Now we can create an HVAC and HVDC variation of the `base_config`" @@ -87,10 +87,22 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "51f4510b", + "execution_count": 3, + "id": "42f0370a", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n", + "OffshoreSubstationInstallation:\n", + "\t Warning: 'Feeder 0' Cargo Mass Capacity Exceeded\n", + "OffshoreSubstationInstallation:\n", + "\t Warning: 'Feeder 0' Cargo Mass Capacity Exceeded\n" + ] + } + ], "source": [ "hvac_config = deepcopy(base_config)\n", "hvac_config[\"export_system_design\"] = {\"cables\": \"XLPE_1000mm_220kV\"}\n", @@ -108,7 +120,7 @@ }, { "cell_type": "markdown", - "id": "b0b2d456", + "id": "c5409bb1", "metadata": {}, "source": [ "## Compare the Results" @@ -116,10 +128,19 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "20b7ebb6", + "execution_count": 4, + "id": "bc5ef238", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "HVAC CapEx per kW: $2,974.90 \n", + "HVDC CapEx per kW: $3,377.08\n" + ] + } + ], "source": [ "print(f\"HVAC CapEx per kW: ${hvac_project.total_capex_per_kw:,.2f} \")\n", "print(f\"HVDC CapEx per kW: ${hvdc_project.total_capex_per_kw:,.2f} \")" @@ -127,10 +148,103 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "07e55939", + "execution_count": 5, + "id": "37286b0b", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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HVAC CapExHVDC CapEx
Category
Export System318,311,29695,436,000
Offshore Substation245,496,817795,031,033
Export System Installation49,953,78814,008,968
Offshore Substation Installation3,861,2083,861,208
Onshore Substation195,273,630254,763,736
Turbine1,310,400,0001,310,400,000
Soft496,606,631548,577,239
Project355,000,000355,000,000
\n", + "
" + ], + "text/plain": [ + " HVAC CapEx HVDC CapEx\n", + "Category \n", + "Export System 318,311,296 95,436,000\n", + "Offshore Substation 245,496,817 795,031,033\n", + "Export System Installation 49,953,788 14,008,968\n", + "Offshore Substation Installation 3,861,208 3,861,208\n", + "Onshore Substation 195,273,630 254,763,736\n", + "Turbine 1,310,400,000 1,310,400,000\n", + "Soft 496,606,631 548,577,239\n", + "Project 355,000,000 355,000,000" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "capex_df = (\n", " pd.DataFrame(\n", @@ -149,7 +263,7 @@ }, { "cell_type": "markdown", - "id": "e733f164", + "id": "23449693", "metadata": {}, "source": [ "## Setup The Parametric Runs\n", @@ -162,8 +276,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "739ead82", + "execution_count": 6, + "id": "dafce358", "metadata": {}, "outputs": [], "source": [ @@ -182,8 +296,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "813d7f00", + "execution_count": 7, + "id": "ada0fe88", "metadata": {}, "outputs": [], "source": [ @@ -195,7 +309,7 @@ }, { "cell_type": "markdown", - "id": "22f5ade2", + "id": "944e0bfc", "metadata": {}, "source": [ "## Compare the Cost vs Capacity Trade Off\n", @@ -207,10 +321,21 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "82f73cdb", + "execution_count": 8, + "id": "2b199b61", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "df = pd.DataFrame(parametric.results)\n", "\n", diff --git a/examples/fixed_bottom_installations.ipynb b/examples/fixed_bottom_installations.ipynb index 423c3bfe..6028c35f 100644 --- a/examples/fixed_bottom_installations.ipynb +++ b/examples/fixed_bottom_installations.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "85e83126", + "id": "cd236a21", "metadata": {}, "source": [ "# Fixed-Bottom Substructure Installation Models in ORBIT\n", @@ -23,10 +23,19 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "c2847a7a", + "execution_count": 1, + "id": "6bace014", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "UserWarning: /var/folders/q5/tfpytqxn0r396dfg7rk5sj8rwq9tvv/T/ipykernel_83927/4204870401.py:19\n", + "Could not infer format, so each element will be parsed individually, falling back to `dateutil`. To ensure parsing is consistent and as-expected, please specify a format.\n" + ] + } + ], "source": [ "import copy\n", "from pprint import pprint\n", @@ -53,7 +62,7 @@ }, { "cell_type": "markdown", - "id": "e1968100", + "id": "ac31067b", "metadata": {}, "source": [ "## Load The Configurations\n", @@ -65,8 +74,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "58f1254e", + "execution_count": 2, + "id": "f447f9e2", "metadata": {}, "outputs": [], "source": [ @@ -80,7 +89,7 @@ }, { "cell_type": "markdown", - "id": "97307466", + "id": "99181714", "metadata": {}, "source": [ "The primary differences between these projects deal with the installation strategies, and\n", @@ -96,10 +105,25 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "886345ff", + "execution_count": 3, + "id": "89d1e28d", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Monopile and Turbine Installation (Heavy Lift Vessel for Monopile Installation, WTIV for Turbine Installation)\n", + "Install phases: ['ArrayCableInstallation', 'ExportCableInstallation', 'TurbineInstallation', 'OffshoreSubstationInstallation', 'ScourProtectionInstallation', 'MonopileInstallation']\n", + "\n", + "Gravity-Based Foundation Intallation (Substructure-Turbine Assembly Tow-out, no WTIV)\n", + "Install phases: ['ArrayCableInstallation', 'ExportCableInstallation', 'GravityBasedInstallation', 'OffshoreSubstationInstallation']\n", + "\n", + "Gravity-Based Foundation and Turbine Intallation (Substructure Tow-out, WTIV for Turbine Installation)\n", + "Install phases: ['ArrayCableInstallation', 'ExportCableInstallation', 'GravityBasedInstallation', 'OffshoreSubstationInstallation', 'TurbineInstallation']\n" + ] + } + ], "source": [ "print(f\"Monopile and Turbine Installation (Heavy Lift Vessel for Monopile Installation, WTIV for Turbine Installation)\")\n", "print(f\"Install phases: {list(case1_config['install_phases'].keys())}\\n\")\n", @@ -111,7 +135,7 @@ }, { "cell_type": "markdown", - "id": "31335c89", + "id": "1a8ec821", "metadata": {}, "source": [ "## Run The Three Cases\n", @@ -121,10 +145,18 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "269b7900", + "execution_count": 4, + "id": "174b692d", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n" + ] + } + ], "source": [ "case1_project = ProjectManager(case1_config, weather=weather)\n", "case1_project.run()\n", @@ -138,7 +170,7 @@ }, { "cell_type": "markdown", - "id": "5291ed21", + "id": "385d9f76", "metadata": {}, "source": [ "## Results Comparison\n", @@ -148,10 +180,207 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "c19b2345", + "execution_count": 5, + "id": "446110a1", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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Monopiles + WTIVGBF-Turbine Assembly Tow-outGBF Tow-out + WTIV
CapEx Component
Array System61,594,99361,594,99361,594,993
Array System Installation58,448,33558,448,33558,448,335
Export System358,235,289358,235,289358,235,289
Export System Installation24,499,85924,499,85924,499,859
Offshore Substation307,307,330307,307,330307,307,330
Offshore Substation Installation5,095,6005,095,6005,095,600
Onshore Substation000
Project355,000,000355,000,000355,000,000
Scour Protection6,618,00000
Scour Protection Installation14,748,98900
Soft743,889,072605,889,505664,148,782
Substructure554,716,392285,000,000285,000,000
Substructure Installation53,356,40353,289,84736,496,243
Turbine1,275,000,0001,275,000,0001,275,000,000
Turbine Installation95,293,403095,293,403
Total3,913,803,6673,389,360,7593,526,119,835
\n", + "
" + ], + "text/plain": [ + " Monopiles + WTIV \\\n", + "CapEx Component \n", + "Array System 61,594,993 \n", + "Array System Installation 58,448,335 \n", + "Export System 358,235,289 \n", + "Export System Installation 24,499,859 \n", + "Offshore Substation 307,307,330 \n", + "Offshore Substation Installation 5,095,600 \n", + "Onshore Substation 0 \n", + "Project 355,000,000 \n", + "Scour Protection 6,618,000 \n", + "Scour Protection Installation 14,748,989 \n", + "Soft 743,889,072 \n", + "Substructure 554,716,392 \n", + "Substructure Installation 53,356,403 \n", + "Turbine 1,275,000,000 \n", + "Turbine Installation 95,293,403 \n", + "Total 3,913,803,667 \n", + "\n", + " GBF-Turbine Assembly Tow-out \\\n", + "CapEx Component \n", + "Array System 61,594,993 \n", + "Array System Installation 58,448,335 \n", + "Export System 358,235,289 \n", + "Export System Installation 24,499,859 \n", + "Offshore Substation 307,307,330 \n", + "Offshore Substation Installation 5,095,600 \n", + "Onshore Substation 0 \n", + "Project 355,000,000 \n", + "Scour Protection 0 \n", + "Scour Protection Installation 0 \n", + "Soft 605,889,505 \n", + "Substructure 285,000,000 \n", + "Substructure Installation 53,289,847 \n", + "Turbine 1,275,000,000 \n", + "Turbine Installation 0 \n", + "Total 3,389,360,759 \n", + "\n", + " GBF Tow-out + WTIV \n", + "CapEx Component \n", + "Array System 61,594,993 \n", + "Array System Installation 58,448,335 \n", + "Export System 358,235,289 \n", + "Export System Installation 24,499,859 \n", + "Offshore Substation 307,307,330 \n", + "Offshore Substation Installation 5,095,600 \n", + "Onshore Substation 0 \n", + "Project 355,000,000 \n", + "Scour Protection 0 \n", + "Scour Protection Installation 0 \n", + "Soft 664,148,782 \n", + "Substructure 285,000,000 \n", + "Substructure Installation 36,496,243 \n", + "Turbine 1,275,000,000 \n", + "Turbine Installation 95,293,403 \n", + "Total 3,526,119,835 " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# The breakdown of project costs by module is available at 'capex_breakdown'\n", "\n", @@ -167,8 +396,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "693a9a5f", + "execution_count": 6, + "id": "b2dca39b", "metadata": {}, "outputs": [], "source": [ @@ -269,17 +498,28 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "135d456c", + "execution_count": 7, + "id": "c1a2f15d", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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RiPCwLEkzEeUuxqBkjEGMQUSUsxh/kjH+MP6Qa2OhJRVoGC8DM8aBu4eHBt6E+HhJSEjQsV7Ms6ttXL1MqlRL7iqAoHPt6kU5e/KIvr9w5oRcPHtKyla4I8U+XpjwqXzxw275bNlOfcHUb36zdjswVKvdUB4b8II82u+520qTcSPg5u6ux4sxZlA7ZQ4siYmJUr9pW5vvoTvAn1t/07+RdgSVClWSZ4/bsfEXadK6k8367Tr3kB4DX5Rxwx/TQGdA7RpqAY0gBbixWTR7arrjl6SXJihfuZoEBhWV6KgbktXW/rhAx7/xCwhy+HnR4qWk99BXpO+wsSk+2/7HSpvBo41zgXQbN3a4eUEXknU/L9TP0oPz90CvIdq15uqlC9blN2OiM5E6InI1jEG3MAYxBhFRzmH8uYXxh/GHXBtnD6cCLTEhXmZNe02ibkToGCcYz2TwfydpRhl67pRMGTNIkpIStWauZNmK8vzr0621cENHvyfvvfqMBkaMnfL0f9+y1kp+9/lkKVqsVIYHCu7Wc/Btp2nx19Pk2uWLcvXyBdm0ZoV0fWyQzXggaPp/z/09UwzajPFovnj/Ffnfwi/1pqVJ6/ukVceH5ezJo+IXEOxw8GaMaYIatzdG9JIxU+bqfmo3bCkXzhyX5u2GW9dDwFo6d7o8MXhUptKErgifTRmtN0m4RnUbt9bBnuG3nxbIt59Nlqgb12XbH6t00OZXpszVG6Jfln4tYVdCrTPTTfxvbzl59KD+PeLJtlp7+eany/R9UlKSrPv5e+s1Ts293VJ2m8DvY8+236Xf8HE2y9ENZPUP32gXEZtz8c1HTt+89H52jPy08Et584UntEsOuuj4FvKTPkNfcer7ROS6GINuYQxiDCKinMP4cwvjD+MPuTY3C35plGERERESFBQk4eHhEhgYKPk1ffPWHL2tZvp5yYIvp0ivp/9P8gKMK9P+/p5p1lRlVXqWzv1Ia2Af7j1MshOOt0Tp8mkOwO2q1wjjtiyePVVefX9ebh9KvoQa5T4d7sy3+S3ZKojxx5XzN0cYg1wLY1D2YfwpeApiDHLVvM0Rxh/XwviTfQpC/IlwskyNLS2J/lWn4a2aoPwgq9Jzu101CsI1ql6nEYM1EeXL/C2zGINyDmMQEeXHvC2zGH9yDuMP5QQWWhL9y5nxNVxF0zZdtEYuv6THCMZ+/kH5Kk1ERM7KS/kbYxARUf6Rl/I2xh+igoeFlpSm7Bjol25f3cat8t31qVK9Xr5LE2UN/iYKJl5318UYRAUFfw8FF6+9a2L8oYKCv4dbWGhJDmFAXi9vH3nmoYa5fShERJofIV+i/I/xh4hcCeNPwcIYRESugvEnGQstySHMqhYfFyulB80Qd+9CuX04RFSAJcXFyIWvhqaY7ZHyJ8YfInIVjD8FD2MQEbkCxp9bWGhJafIMCBF3n8K5fRhEVIAlxUbn9iFQLmD8IaLcxvhTcDEGEVFuYvy5hcW2RERERERERERE5FJYaElEREREREREREQuhd3DiUyub5wvwa162yyzJMTLtXVfSsyJ3eLm4S3eJSpLsQde0s/C1nwm0Ue3SWLEJSk9YLp4l6yS6rbjLp+UsNUzJTHqur4v0qafFK7eUm6e3isXv3tFAho9IEU7DLGuf+WnDyRq/2+pbvfsjIFSbuisDKcnct9aidi+FIP2iIibFGnTVwrd0UQsCXFyecW7En/ltLh5eotH4WAp2mmYeBUpY/1u7IWjcn3DPAnpNEzOz35eKoz83mbbCeGX5PxXQ6X8iAXi5uGly859Nlh8ytWSYve/kLyNc4fl8g+Tpdyw2SmON/Tbl3U9z6CSGUqTs9ch5tRfcn39HLHE3dS0F7qjsQS3GyBubu4Sfz1Urix/WyyWJJGkRPEKKS9FOz8nHr7+khB+Uc7NHCSFqjaTEt1fu3UsG+ZL+ObvpPgjr0rhai10mSUxQc59/oweY9SB36Rkr0nJ5ybiipybMUBCuo4U/7oddFn41kV6vhNjIiQxMkyXxV86IV7FKur1wVhKpXq/q2OaXP/jG4n5Z4deG3FzE+/ilSSodR/xCi6V6rkioryD8Yfxh/GHiHID4w/jD+MPuTIWWhIhkB1YJzd2LJeEyKsSc2y7+DfoLAENuuhn19bP0Qy+zODPxc3NTRIjr1m/V7j63RLYtLuEzh+V5vaT4m/K5SVvSki3F8W3XG2xJCVK0s1I6+eeRcrofi3tB2qwwxgWsWcPiYd/SKbSg6CMNOFYY/7ZKUEtHtegkhhzQ8LWzJSygz8XD/8icvPsAbm87C0p/9x8/V5A/U7iW6WxpjNi149ydeV0KfXkO9btRh/dIoWrNU91v55BJTTYx144oulMiLgsbt6FJPb839Z1cJPiW7Full4jZ68DAnCxB0droMNNysUFY/XGCEHU0z9ESvZ+V9y9fKw3AuEb51tvpNx8/CQ+7JwkRl0TD78iGtyjDq0Xr+KVbPZx8/Q+8SlbQ9MYtvpTsSTG6zVFur1LV9fPjaB989Re8avZRvzrdbR+/9TkblKq92Rx9/XX9xaLRS4tGq83EaUHfqzHh31HH94kCddDGbSJ8jjGH8Yfxh8iyg2MP4w/jD+UF7B7OBV4SXE3NTgVe+hlDQLIuH3L1bF+Frn3Vwlu008DGSDYGXzL1xHPwGLp7iPq4HrxLlNDAxm4uXuIR+Eg6+duXj7iW7G+1pbp+of+0FpIcffIcHrir56V8K2LpWTPiRJwVxcp2WvircCCWjRNV/LAvkk3o8QzIPn4UYOFGkcjnT5lamjNoVnM0W1SuKpt0EZQuvLje3J11cd6M+JToZ4GJsC/hSo31LSits5Y5luhXpZdo4xcB++Sd1iDHNLrXbKy9bjcPL2sARvpsMTH6s2amX/t9hK5/7fkdJzco9szgqsh+uhWKXxnC/EMLKHBHTcwRrqDmneX2POH/z1vCRJ77pD4Vkz7XNw89Zdeh6Idn7UeH2pG/Wq2lkKVGjhx9ojIVTH+MP4kv2f8IaKcxfjD+JP8nvGHXB8LLYnckoMoapAAGaNXsfL6d8L1C+LuGyDhWxbKha9Hak1WzMk9Gd6Fdjnw8JJLiyfI+dnPyZX/vS+J0eE26/jV7SiRe1fr35H7Vot/3Vu1Txni4anB2di+u4+feBUpnfxR4SApet8wTcvZGU/J1ZUfanN9R27sWiGF72x2Kw1h53QWRfNNC2pLLy4cJ17FKkhI5+F6HhGEYk/vvVWrWKGuBlXUqjkbqDJyjTILtbBRf2+SQnc0tbkBwfU5O/1Jib92XoJb23bD8Ktzr0TtX6t/41oZNYbW71sscvPELilUpZG+x80J0g2x5w6Kb6W79BqgKwa6muDvtLqCQNzFY9rdww3XlYjyF8Yfh5th/GH8IaJsxvjjcDOMP4w/5HpYaEkFnruXrxR/dKyEb/xWbuz6US4tnWhtzo8aJ4wTggBRuv80bSp/ZcW71uDhNEuS3Dy1R4p2+o+OOeIRECJhv3xis4pvuZqSGHFZYo7vEjc3D/EKKZep9KAmrWjHoRK26mO5sfsnufzjFK19hKTYKA3Gpft+IOWGzpaQLs/L5WWTNFiZ4SZFg1bb/jZdIwrdaaplTEyQ0HmjxL/uvdr9wpqOCnUl9tzfus3Yswd1PBefCnXl5pl9yYHKL1hr4bLqGmUGup9cWvKGBDXtLj6l77Qux41Vmac+knLPzROvouXkxp6VNt9DbaZHQDGJPrZdg6lv5btsPo+7cES/h5sbQLpjz+yThIhLWiOJMVp8yteV2NP7dDlqZTPq5pn9emOBsXIwvg4R5V2MP4w/BsYfIspJjD+MPwbGH3J1LLQkEtFm5uhG4H/X/eJf5165uPB1HYDaM7A4qrjEr1Y7XQ/N4VEzFHf5VIa27xFQXIMZuiKg+4FfrfYOg45fnXu0FtLPrgYro/xqtZVSfd4V/3r3iW/ZmnJp6Zu6PObEn+Lu42+tpStctZkGMHM3iPBtSyX6yGYp2WOCBktDzBE0+zcFbXcPDcg6Fk1ignUx0oibkqhDG8S9UEByoCpbQ8eoQQ1kRrtGpHeNMhWwF74uhe5sJoFNH3G4DoI3ahGj9q9L8RmWX/15mvjVaKPdFMzsb2yQVtzAxBzfLb7lk8ex0VrX03u1BtKZGlfvEndI3MXj1nOM7+PGwq92O00LEeVtjD+MP2aMP0SUUxh/GH/MGH/IVbHQkgo8zEyGpv/g5u4u3qWraS2aJSlBm69jrJWbJ3br52jWjjFAMloL6FezldayGZlszPGdOgufo4CAQILxOjILtaAJN64mp8fTS9ODGkbwDC4lcZeOWwfTRlcFzBSnNyc6gPUyiT60Xkr0nGgzVklCZJgOpu1VtOytHbm5aZcI1LxdXjpRknQMlFvBKnzzAmugQvDHuYzcvzbjXSPSuUYZ3c6lRePEt0ojCW7Zy+Yz3LggjaCDTP+9UbxK2A4yDRivJbDpo+J/V/Ig2GYxR7fb3Nh4BoSIR2AxHRgcN23gU7am3Dx7UMd2ceYGxrdSA63hDFv7uc05Th5zhojyMsYfxh9NI+MPEeUwxh/GH00j4w/lARwkgAo8dIG4tvYLDWyY7Q2zkhXtOERryABdGjD2ybXf52igwntj8GYMvhzzzw4NlKj5wnfKDvki+bOV06VQ1WY6Lgq6A6ALQei8l7TmErPiIeDZQ9eBoOY9bis9GLQZXS8sCbEaiKKPbJGQzs/rZz6lqupxXFzwitYUYpwUDO6MQZkTIq7ItXVfaWC/+N0Ya41b6X4fSMzRrZoWR4reO1iu//GNXFo8Xkp0Tz4HCFCRf62yBirdd4U6ErF1caa6BKR3jZy9Djd2rtCBoRGcUZsKftVbSVDLnhJ3+YSm498daq2yMXOeGW6Egpo/lmJ5/NUzeqODa2im52Lvaq2VBXdvX10H5xZBPT2omS7RY4Jc3/CNXJj1H3Hz8tX04ToF3uZvhYhyF+MP4w/jDxHlBsYfxh/GH8or3CwYOZUyLCIiQoKCgiQ8PFwCAwMlv6av/MiF1vEpCoLrG+dLcCvbwYdd1dkZA6Xc0Fk5kh4EwuDWfW3GP8kOod++LMXufyHNwZld9RqFb12EuxwJavZobh9KvoMa+jPTHs+3+S3ZYvxxfYw/roXxJ/sw/hQ8BTEGuWre5gjjj2th/Mk+BSH+RDhZplagW1p+8sknMmXKFAkNDZX69evLRx99JE2b3ppJiwoec81YfpBV6Sn5+BviKlz1Gt1uDTERFWyumrdlFuNPzmH8IaL8mLdlFuNPzmH8oZxQYMe0/P777+XFF1+UcePGye7du7XQslOnTnLp0q0BeangyewgybkhsPFD+So9xpg27j5++SpNRETOyEt5G+MPEVH+kZfyNsYfooKnwBZafvDBBzJ48GB56qmnpFatWjJz5kwpXLiwzJqVdnNzIlcR2CT9oJ3XaNA2DYBNRESuh/GHiIhyA+MPUcFTILuHx8XFya5du2TMmOTBdsHd3V06dOggW7Zscfid2NhYfRnQ7x7CwsIkISHBug28kpKS9GXeNl6JiYliHkI0teUeHh46+KyxXfNywPrOLPf09NTtmpdju1jf/hjtl9+4cUO8vLzEEnlVEmKjxcNNxN3t1rYTLSJJFhFPdxHT4lSXJySJIIVedsXkqS2PT0r+vqcTyy3/bgfHh+NMbzmOD8fJNDFNTFPeSFNiXIzmR9euXbPmi9mR7xnyU16eF9N0/fp1vd5uUVfFLT6a/z8xTUwT05RraXKLi9G8CeNuMS8vGGmKjo7W7RgxCPj/E9PENDFNOZ4m0/NPUlJSvszLIyMjk89TOtPsFMiJeM6fPy9ly5aVzZs3S4sWLazLR40aJevXr5dt27al+M748eNlwoQJOXykRERERERERERE+c+ZM2ekXLlyqX5eIFtaZgZaZWIMTANKj9HKMiQkREubiSgltEwoX768ZkT5ddYzIiJyPYw/RESUWxiDiNKH9pPo4VumTJk01yuQhZbFihXTJq0XL160WY73pUqVcvgdHx8ffZkFBwdn63ES5RcI1gzYRESU0xh/iIgotzAGEaUtKCgonTUK6EQ83t7e0qhRI1m7dq1Ny0m8N3cXJyIiIiIiIiIiopxXIFtaArp69+/fXxo3bixNmzaVadOmSVRUlM4mTkRERERERERERLmnwBZa9uzZUy5fviyvv/66hIaGSoMGDWTVqlVSsmTJ3D40onwDQyqMGzcuxdAKRERE2Ynxh4iIcgtjEFHWKZCzhxMREREREREREZHrKpBjWhIREREREREREZHrYqElERERERERERERuRQWWhIREREREREREZFLYaElEaXp5MmT4ubmJnv27NH3v//+u76/fv16bh8aERFloUqVKsm0adPSXAf5//Lly3PsmPKSdu3ayciRI2/7HBMRERFRMhZaEuWQAQMG6MPes88+m+Kz//znP/oZ1nE15cuXlwsXLkidOnXE1UVGRoqXl5csWLDAZnmvXr30/KIA1v7h8bXXXtN/8XlqL+O6GA/rFy9edLgfw6BBg6Rhw4bZmFIicgWhoaEyYsQIqVq1qvj6+krJkiXl7rvvlhkzZkh0dLR1PXMe4+HhIWXKlNF84tq1a9Z1jAoh+9fYsWNT7Det/Aqv8ePHZ1uaEQ+6dOkiOSEmJkaKFi0qxYoVk9jYWCnojPuI1F74neUFLPgmyl9yKxamtq75hXXyQt7+8MMPZ+s+Zs6cKQEBAZKQkJDiuQkVbo7O61dffeXU+Z0zZ44EBwfrd99//30pUqSI3Lx5M8Ux4LcQGBgo06dPz9a0Uv7DQkuiHC4AREEXHsQMyNS//fZbqVChgrgi3FSUKlVKPD09c2X/CIT2wTQ1/v7+0rhx4xQ3KHiPc29efuLECTl16pTcc889smPHDn0Qx2vJkiX6+d9//21d9uGHH9psDzdj999/v8yaNSvFMURFRcnChQv1JoyI8q/jx4/LXXfdJb/++qu89dZb8ueff8qWLVtk1KhR8r///U/WrFljs/4bb7yh+cnp06dl/vz58scff8jzzz+fYrvmvAevl19+OcU65s/Rag8PAeZlL730UobSEhcX5/S6iAc+Pj6SE5Af165dW2rUqMFCLhGNRebrDLNnz7a+RywjIioosbBly5Y26zz++OPSuXNnm2VYJ7/C8xGek5zRvn17LaTcuXOnddmGDRs0pm/bts2mkHHdunX6XNq3b98Mn198B89CS5cuTXEMixcv1vuNPn363Fa6qeBhoSVRDkLrOxSemTNy/I3AgIBvhlYlCOIlSpTQWstWrVrZPJAYtWBr167VgrrChQtr4ECQN0Mt5x133CHe3t5SvXp1+eabb2w+xzawDlrOFCpUSKpUqaJBJbXu4Y5s3LhRWrdurd9H+nDcCFiGTz/9VO68805r7etjjz0m2QVB2Vw4eejQIQ3EQ4cOtVmOv/Hg3aJFCylevLgGbbzQqgdw3o1lQUFBKfaDQkmce9x0mS1atEhrMXv37p1taSSi3Dds2DCtzMEDAG7ka9asqfnnQw89JD/99JM88MADNuujhQPyk7Jly2o+1b9/f9m9e3eK7ZrzHrxQGWPP/DnyJ+TRxnu0pkC8MEPBprkVntGqY9KkSdrSBbHBcOPGDXniiSfEz89Pj/WTTz5JtZWcER8Qx5AmxKH69evrA2tGYkRq0MoDDzd44W8zi8WiLUoRP5GXIx3mB9+04k5SUpK8/fbbUrlyZT0mHLM57hnx9ZdfftHYjHVQwXXp0iVZuXKlXmsUFD/55JM2rYgA+f/w4cP1uqCFKFrz41gdGThwoHTr1s1mWXx8vP4G7NML2Kb52gNatxjvDx48KE2bNtXzUbp0aX3IN1rVoPAA6yYmJup7xHSk0VwQ8PTTT6f7MLl+/fpU95Fa9/cGDRpYW/8av8NHHnkkT7UOJSLXi4V4tjGvg7waeZPxHn8jX0PLP8QnPOscPXpUv4t8Gff/5rwfeRXyNXPswjbs83kztBLt16+fw30A8j5sN7WYjM+//vpr+eGHH7K1dSjiPNJm/yyE64RYuHXrVpvluDbpnV+8sI79dcM1d9SwA8tw72E8axE5i4WWRDkMDyloGWHOwJ966qkU66GGEq1MEMgQzNHlolOnThIWFmaz3quvvqpN8XGzgJsGbN+wbNky7a7x3//+V/bv3y9DhgzRfaEGzQwPVd27d5e//vpLC9vQnRqFfc74559/tNYN39+7d698//33GuTx0AY4LjxIomYVBaqrVq2SNm3aSHZBkDVqZwFpxQM8HjjNgRrLUWCJB9rM6Nq1qz4I29dw4to++uij1m4SRJT/XL16VVuVYGgPFO45ggeP1Jw7d05+/PFHadasmeQWVLogr1y9erUWaBmmTJmihXhoLYMCKcQQrJMWxCG07kRBWLVq1bTQ0yjISi9GpAbfQ+EnHoLxQosQtI43ID5OnTpVPvvsM31AREFq3bp1nYo7KLCcO3euFvAeOHBAXnjhBS2sQ4GcGR4mP/74Y9m8ebOcOXNGjwMPm+gdgYdx/AY++ugjm+8gZiMWb9++XVtGfvDBB/Lll186TCMepnFsRrwCXAs8IPfs2VMyAr8pxKUmTZpoLEdlJAo+J06cqJ+j0BgF0riugLSiUNUcF7EsrZ4N6e3DGUblq9FClK1DifIuV4+FqKBDPFixYoXGExRUIg9D5RCOC3HByANR+IhnH/SGO3z4sDVPRH6HwsjM7MMZiJ32LRizq3UonpHMz4D4G3l+27ZtrcuRfrS8xLqZhYYdv/32m03MRotctKplTzTKFAsR5Yj+/ftbHnroIculS5csPj4+lpMnT+rL19fXcvnyZf0M60BkZKTFy8vLMn/+fOv34+LiLGXKlLG8++67+n7dunVoumFZs2aNdZ2ffvpJl8XExOj7li1bWgYPHmxzHD169LB07drV+h7rP/vsszbrNGvWzDJ06FD9+8SJE7rOn3/+abPfa9eu6ftBgwZZnnnmGZvvb9iwweLu7q7HsWTJEktgYKAlIiIiU+dt9uzZlrZt2zq9flRUlMXb29vy7bffWtOLcxYfH2/x8/OzHD9+XJdXqFDBMmHChBTft0+fGZYvW7bM+v7ll1+2VK5c2ZKUlKTvjx07ZnFzc7O5JkSU/2zdulXzg6VLl9osDwkJ0XwGr1GjRlmXV6xYUfMlLEeej+8inzXnM0beY3zfeF25ciXdPDIoKMj6fty4cZb69evbrDN16lQ9BgNiTcmSJS2xsbE262Gdzp072yzr2bOnpUuXLg7zQSM+fPnll9bPDxw4oMsOHTrkVIxIzSuvvGJ5+OGHre8RI5E2w/vvv2+pVq2axkZ7acWdmzdvWgoXLmzZvHmzzXIc5xNPPJFqfH377bd12T///GNdNmTIEEunTp2s7xGratasaY0JMHr0aF1mPse4HoZatWpZJk+ebH3/wAMPWAYMGGBxhvla4HxVr17dZt+ffPKJxd/f35KYmKjvGzZsaJkyZYr+jXM7adIk/V3euHHDcvbsWd3ekSNHUt2fM/uwTx/g92i+dvaxlIjyJleKheZnLUBehu1s2rTJ+jm2UahQIcvChQv1/fTp0y21a9fWv5cvX67Hgu/PmDFDl3Xo0EHzvdQ4sw9nY7Jx3BmBmIN7AGd98cUXei7xTIT46Onpqc+leGZq06aNrrN27VpN06lTp1J8P7XjtL8PSUhIsJQtW9Ym33/ttdf02cuIFUQZwZaWRDkMXREwHiJa6KGlAf5Gawf7FiaoocMg1gYMlIwuWfYtIOvVq2f92+jSgC5sgHXN2wC8t98GWhzav3e2pSVaWyAt6LZhvNAiFN3vMG5kx44dpWLFitpVBOOcYPyatLpZoLu1eVuYuAgtbMzLMGZOalAbilpRo+bUaDmCli+oucRy1PZhP7dTiwho1Yo0GrWTuJ7o7oFWnURU8KB1HVobYhxG+4lj/u///k8/Q2tDtHIE5P9Gd10D8jusZ7zQ5Qzs88XbhVZIcFI1AAASpUlEQVSJ9t26MhsP0opD6cUIR3BO0GLR3FUZf2M7+B706NFDW4QgtgwePFh7FhitO9OKO8eOHdO/sY75mNDyErE3tXShZT3iC7ZpXmak09C8eXOblkU4f2gJan+dza0tjd4XmOQN3c/NPSachWuEfZn3jXiPMczOnj2r79GaBjEQ5Yb4naFXALpyouUrYiW62KNLfWq/N2f2QUSUnbHQWcivcO9vbsUZEhKi3aSNmIY8EcNqXL582fq8gBfySTyHoZW90foc+aA5X3R2H1kJzz/mY8A5sj8u+2GrzJAWDM2CFu74LnpG4LkU58EY1xJpR5y7nbkWMB8Cuv0jZiPeIG4jpqO3n7s7i58o43JnZg2iAg4PJEbXOPvxwjIKhZkG40HCeKjLCXhYQbdzR4NoI+DhoRjd2xEE0YXk9ddf1y53CJiOulDjock8fibGSkM3QDx0GtIbCwWFkeiCiG5/eKg1ZvI2uj/g/ODh83a7o+DhDl3u8MCJGwE89OLhOa2uMESU92G4Dvx/bj+GsFGghXGf7KFyCt8z8g50M0YBEPKkDh06WNfD2FKO8kZzvojxFFODBwL7MRQddVNLrStfVseh9GKEIxhLEt0G7btI46EWD7kocMTYmDj/mOQB3dcxrhq6tuPBE2OmpRZ3cDyA7t0YU83MfoIh+3SZ3xvLbjfeYiw0dMNHt0I8IOP6I65kB8QpDEmDgmSkBRMcGQ/o6BqJGJnR31tmf39ElPflRizMSqi8wzMF4gZeGOcZ4zROnjxZ4wXyLqOrNoYbyegkd1mdJ6KAEl3JDRjSC0OvoALK/ByVGpz3cuXK6bk25/n4DmIqYhA+y4rGF3jWxVAs6CaOOIkhVhwNh0bkDBZaEuUCjFuC2dMQ6NHixJ4xcc6mTZu0tYgR4BBAR44c6fR+0IIC20BtlwHva9WqZbMeBl/Gg5P5vf3EQKlBgSBqKY0bEEdQC4kbEbzGjRunNyEIYuYga17XvC0M6IybnrS276jQEmNsYdwxjGeJGj/A2DWff/653jygdYijVkYZhbFZMMnPgw8+qA/ZGNuGiPI3tKRAwRnGO3zuuecyVQBo5EuoWHGGs3kgWk2EhoZqPmcUIKY1kZo982D8xnvEksxyJkbYwziJGFsZY2Wa4YESn+HcA2IDBvzHC2OqoRBu3759us/U4g6+i8JJtEYxF9JlFbRWsT9/eDA3rrej3xImJkDlFwouM/tQh2uECj7zdUe8RwEuHlLN41piLFAj7Si0fOedd/QBFuNfGxxdL2f2gd+feYzOiIiIFC1qUWCaWstTIso7ciMWOgv5FVrfI082Ch4xBicKWI3nIORjyBcxCQ4aOuCZAY0a0DoU4yVjolMjTXgewSuj+3AmJuN5xJk8EQWs5oYbiIE4pow+IxkVVWj1asAzElr6o5UsnmtuF55lEWdQUYa0IxYbz7REGcVCS6JcgABtdBtw9CCDAImAgWCC4ITWKO+++652acvIAMb4PmrkUACJYIHBrtFyES1T7Ge8RmBGsEaLRgQsRzOXOjJ69GjtDoeWo+jmhmPHAypavuAmBpMKoDs2giG6dvz8889a42aerTar4cYBD6WYIMH80Ivu9ejKh5uTMWPGZMm+0EURLYjQkui+++7Tmkoiyv8wOzUqP5B3ohUfuhKjRQUqlzCIf6NGjWzWR2GR8eCCFgeYbA0PM1k94D4KodDVDTEDM2Zjohc8iDjbWg6FUPguCtKQjyM+oFViZqUXI+zh2BGrMKlBnTp1bD5D5RpmncaEdPgcD3loMY+HzHnz5ukDHB6K0oo7KGBDaxlMvoNliHvh4eGabpwjcyVfZqAw9MUXX9SYgNaeiEOYLC8tOC+YRRzpyez+0dIULZZQcIBzjYdmFNbiWIzueDgX+J0izhvnHucI9wmoGE2vENeZfaCFDroEoiAZBcVo5Wp/n4NhVNBiFv//IFZntNsnEbkOV42FqCzCzNjoAYUCSOT9aNWOFvZYbo6ZqLDB8RvdvpEvIp80F+pldh/OxGTkiehhgDwVBcFBQUEpWvZnFRRaopLPPs/H38jX0ajmdofPMuCZFecG7CcuJcqQDI2ASUSZlt4gy+aJeAATFDz33HOWYsWK6cQ9d999t2X79u1pThiDyXKwDJMjGD799FNLlSpVdGIfTFowd+5cm/1ifQyk37FjR91PpUqVLN9//7318/Qm4gEcF76PwfgxwHO9evV0gH9jwgUMFF2kSBEdmBqfmbef1RPxGPAdHCcGCTdr166dLt+yZYvD72VkIh4DJpnAZ8ag20RUMJw/f94yfPhwnZALeSzywKZNm+pkJ5gUzIAB95FHGK/ixYvrhGhGvppe3pMW+wHwAZMIlC9fXvPjfv36aX7szKD/WAcTlGECM0xWU6pUKcuHH35os46jiXjM6cDxYxnS40yMsPfee+9ZgoODHU6wg4mD8BmOCceASRMw4Q622bx5c+vEOenFHUwkM23aNJ1UBtcN1wMT6qxfvz7Va+HoPNtPsIB9Dhs2TCe3w3Fh/5jEwTxxjaOJavA5lpsnyXOGfUz6/fffLU2aNNGJLnDtMAkQJlwwGzFihM1ESYA0YH1npLeP8PBwnbwJ6cdvcM6cOSkm4lmxYoWlatWqOgmE+XdJRHmTK8RCR7EtLCzM0rdvX827EQuQz9tPNmY8OyEvMyCPxrJVq1alu09n9pFeTMZkOEaMtI+fWTkRjzlu16hRw2Y5JofFcsTF1Dg7EY8hOjpalxctWlQnwSPKLDf8J2PFnESUn6CrAiYwQKsaIiIiylkYZxMtc9BF3NGwKUREREQFFbuHExERERHlMHRPv3LlinYfR1dqjI1MRERERLew0JKIiIiIKIdh/EvMkItJbDDeFyYPIiIiIqJb2D2ciIiIiIiIiIiIXEryVH9ERERERERERERELoKFlkRERERERERERORSWGhJRERERERERERELoWFlkRERERERERERORSWGhJRERERERERERELoWFlkRERESUIePHjxc3NzepVKmSdRn+xjJ8lhVOnjyp28Pr999/z5JtEhEREVHewUJLIiIiIhfUrl27FAWDWWXOnDnWAkFXLAAFHx8fadasmb4CAwNz7HguXLggQ4YMkcqVK+sxhISESL169aRv374SHR2dbYW0Ztm5bSIiIqK8wjO3D4CIiIiIyF7p0qVl69atObrPpKQkuf/+++XPP/8UT09PqVWrlsTExMiRI0dk3759MnXqVClcuHCGt5uYmKj/enh4ZMNRExEREeVPbGlJRERElMdaX/br10/GjRunBXtFihSRPn36yI0bN6zr/fzzz9KiRQsJDg7WQraqVatKz5495dq1azJgwAB56qmnrOsaLS6NVn0vv/yy1K5dW7/r5eUlZcqUkf79+2sLxIxAYd/DDz+sLRb9/Py01eKdd94pr7/+usTFxVnTM2HCBP371KlT1mNBS9DUuodv3LhROnXqJEFBQbrNmjVrypQpU6wFg+aWiqNHj5bhw4dra8kSJUrIiBEjJCEhIdVjRuEkCizh119/lb/++kuXXb9+XZYtW6bpMI4Lxws4fnOrVXPL0blz58odd9wh3t7ecubMGVm9erW0bt1ajwXL0IIU71euXKnfTW/bsG3bNunatateH19fX2nYsKEsXrzYJh2nT5/Wc4TPq1WrJkuXLrWeE1x/FM4a78eOHWv9XlhYmF5zLF+wYEGGrjcRERFRVmOhJREREVEegwIltPorVKiQFqjNnz9f3nnnHf3s8uXL8sgjj2grRRTsoaDw6tWrsnDhQgkPD9dCtCpVqli3ZXTBLleunL5ftWqVnDt3TsqXL6+FnaGhoVr49tBDD2XoGGNjY+WHH37QwksUnKGg7tixY/Lmm2/Kq6++quugJWPZsmX1bxTiGcdSvHhxh9tE4WX79u21QBGtFitWrCiHDx+WUaNGybPPPptifZyj7777Ts8Tzsv06dNl9uzZqR4zCvMMX3/9tWzYsEEiIyO18A8FsNiO0W0dxws4fuO4zc6fP68FhGixWbJkSV124MABLXQMCAiQOnXqiMVi0ULYBx98UAtI09v2pk2brIWcOBYUPKKQtUePHnqNANt89NFH9RzFx8fr/tG1HdfR4O7uLs8884w1nUa6V6xYoYW6+N0gvURERES5ykJERERELqdt27YW3KpVrFgxxbKAgADL2bNnLYmJiZZGjRrpsmbNmuk6O3futK4THR2ty5KSkizbt2+3REZG6vvZs2frOo5uBffu3avbNXzxxRfWdY8dO6bLxo0bl+LY8DeW4TOIi4uzHDhwwGbbffr00XXKlStnXeZoW3DixAnrftetW6fL2rRpY1332rVrumzEiBG6zM3NzfLPP//YHEvlypUt169ft8TExFjKlCmjy3r27JnqOcd5at++vXW/eHl4eFhatGhhmT9/vs269um1Tw9eM2bMsG4X5/TkyZPW44awsDC9Tlh37Nix6W67Xbt2urxjx46W+Ph4XTZy5Eibc7pmzRrr/j/++OMUy/r376/LQkNDLV5eXrps5cqVuqxbt276/umnn071HBERERHlFLa0JCIiIspj7rnnHm2FhxZzNWrU0GUXL17Uf9G1Gy0p0V0crRvRfRgt/tC9G92b07Nnzx5p0qSJ+Pv7azfhwYMH27QedBaObd68edrKEi0IsS28z+h2zHbs2KH/Gt2j4cknn7S2MNy1a5fN+mjBiFaDaCmJburm8+QIjhEtTdFC8+6779au0uh2vmXLFundu7d2W3cWWkIarRmxXZwPtD7FtcB1QUvRokWLWrv1O3NOtm/frv+im7nRjXvatGm67OzZs9pCFq05DY8//rj+e++99+q+zND6Ey0yYdasWXoc2C5gOAAiIiKi3MZCSyIiIqI8xiiwA3T/NQrtAAV0KLxDV2ijS/c333yjfy9atCjN7aKrMgqsdu/erdtB4SXGjDSYx41MD7qrv/3223L06FEdexNdnI2u4OZu2Ll1nlKDrtkjR47UcxEREaFdplGAC8uXL3d63+jijoJKM0zygy7zGFu0bt2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Monopiles + WTIVGBF-Turbine Assembly Tow-outGBF Tow-out + WTIV
CapEx Component
Substructure Installation53,356,40353,289,84736,496,243
Turbine Installation95,293,403095,293,403
Total148,649,80753,289,847131,789,647
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" + ], + "text/plain": [ + " Monopiles + WTIV GBF-Turbine Assembly Tow-out \\\n", + "CapEx Component \n", + "Substructure Installation 53,356,403 53,289,847 \n", + "Turbine Installation 95,293,403 0 \n", + "Total 148,649,807 53,289,847 \n", + "\n", + " GBF Tow-out + WTIV \n", + "CapEx Component \n", + "Substructure Installation 36,496,243 \n", + "Turbine Installation 95,293,403 \n", + "Total 131,789,647 " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "sub_turb_install_df = df.loc[[\"Substructure Installation\", \"Turbine Installation\"]]\n", "sub_turb_install_df.loc[\"Total\"] = sub_turb_install_df.sum(axis=0)\n", @@ -299,7 +613,7 @@ }, { "cell_type": "markdown", - "id": "89ec29aa", + "id": "0d9af11c", "metadata": {}, "source": [ "### Comparing Installation Timing\n", @@ -313,10 +627,21 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "c724c45c", + "execution_count": 9, + "id": "58dc70a1", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "fig = plt.figure(figsize=(10, 4))\n", "ax = fig.add_subplot(111)\n", diff --git a/examples/introduction.ipynb b/examples/introduction.ipynb index 40fc9611..a6fe146e 100644 --- a/examples/introduction.ipynb +++ b/examples/introduction.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5dbde796", + "id": "404dcaee", "metadata": {}, "source": [ "(intro-tutorial)=\n", @@ -21,8 +21,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "80c2ac91", + "execution_count": 1, + "id": "4a8b4e2f", "metadata": {}, "outputs": [], "source": [ @@ -37,7 +37,7 @@ }, { "cell_type": "markdown", - "id": "a20e3716", + "id": "be36acf8", "metadata": {}, "source": [ "While this introduction will focus on the monopile design and installation to highlight working with\n", @@ -47,27 +47,63 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "1fe2a130", + "execution_count": 2, + "id": "d20f795c", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['MonopileDesign',\n", + " 'ScourProtectionDesign',\n", + " 'SparDesign',\n", + " 'SemiSubmersibleDesign',\n", + " 'MooringSystemDesign',\n", + " 'ArraySystemDesign',\n", + " 'CustomArraySystemDesign',\n", + " 'ElectricalDesign',\n", + " 'ExportSystemDesign',\n", + " 'OffshoreSubstationDesign',\n", + " 'OffshoreFloatingSubstationDesign']\n" + ] + } + ], "source": [ "pprint(design_phases)" ] }, { "cell_type": "code", - "execution_count": null, - "id": "a814f0a8", + "execution_count": 3, + "id": "aa743193", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['MonopileInstallation',\n", + " 'JacketInstallation',\n", + " 'ScourProtectionInstallation',\n", + " 'GravityBasedInstallation',\n", + " 'MooredSubInstallation',\n", + " 'MooringSystemInstallation',\n", + " 'TurbineInstallation',\n", + " 'ArrayCableInstallation',\n", + " 'ExportCableInstallation',\n", + " 'OffshoreSubstationInstallation',\n", + " 'FloatingSubstationInstallation']\n" + ] + } + ], "source": [ "pprint(install_phases)" ] }, { "cell_type": "markdown", - "id": "a09d4369", + "id": "8965a688", "metadata": {}, "source": [ "## Configuration Basics\n", @@ -83,27 +119,84 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "5c09b015", + "execution_count": 4, + "id": "cc238879", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'monopile_design': {'air_density': 'kg/m3 (optional)',\n", + " 'load_factor': 'float (optional)',\n", + " 'material_factor': 'float (optional)',\n", + " 'monopile_density': 'kg/m3 (optional)',\n", + " 'monopile_modulus': 'Pa (optional)',\n", + " 'monopile_steel_cost': 'USD/t (optional)',\n", + " 'monopile_tp_connection_thickness': 'm (optional)',\n", + " 'soil_coefficient': 'N/m3 (optional)',\n", + " 'tp_steel_cost': 'USD/t (optional)',\n", + " 'transition_piece_density': 'kg/m3 (optional)',\n", + " 'transition_piece_length': 'm (optional)',\n", + " 'transition_piece_thickness': 'm (optional)',\n", + " 'turb_length_scale': 'm (optional)',\n", + " 'weibull_scale_factor': 'float (optional)',\n", + " 'weibull_shape_factor': 'float (optional)',\n", + " 'yield_stress': 'Pa (optional)'},\n", + " 'plant': {'num_turbines': 'int'},\n", + " 'site': {'depth': 'm', 'mean_windspeed': 'm/s'},\n", + " 'turbine': {'hub_height': 'm',\n", + " 'rated_windspeed': 'm/s',\n", + " 'rotor_diameter': 'm'}}\n" + ] + } + ], "source": [ "pprint(MonopileDesign.expected_config)" ] }, { "cell_type": "code", - "execution_count": null, - "id": "ca088459", + "execution_count": 5, + "id": "f9c3629a", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'feeder': 'dict | str (optional)',\n", + " 'monopile': {'deck_space': 'm2',\n", + " 'diameter': 'm',\n", + " 'length': 'm',\n", + " 'mass': 't',\n", + " 'unit_cost': 'USD'},\n", + " 'monopile_supply_chain': {'enabled': '(optional, default: False)',\n", + " 'num_substructures_delivered': 'int (optional: '\n", + " 'default: 1)',\n", + " 'substructure_delivery_time': 'h (optional, '\n", + " 'default: 168)',\n", + " 'substructure_storage': 'int (optional, default: '\n", + " 'inf)'},\n", + " 'num_feeders': 'int (optional)',\n", + " 'plant': {'num_turbines': 'int'},\n", + " 'port': {'monthly_rate': 'USD/mo (optional)',\n", + " 'name': 'str (optional)',\n", + " 'num_cranes': 'int (optional, default: 1)'},\n", + " 'site': {'depth': 'm', 'distance': 'km'},\n", + " 'transition_piece': {'deck_space': 'm2', 'mass': 't', 'unit_cost': 'USD'},\n", + " 'turbine': {'hub_height': 'm'},\n", + " 'wtiv': 'dict | str'}\n" + ] + } + ], "source": [ "pprint(MonopileInstallation.expected_config)" ] }, { "cell_type": "markdown", - "id": "8f65c0b3", + "id": "c3c1685c", "metadata": {}, "source": [ "### Design Models\n", @@ -118,8 +211,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "fac1d716", + "execution_count": 6, + "id": "76b05d41", "metadata": {}, "outputs": [], "source": [ @@ -142,7 +235,7 @@ }, { "cell_type": "markdown", - "id": "bb3e8af5", + "id": "c210b903", "metadata": {}, "source": [ "Similar to `expected_config`, every design and installation model contains a `run` method that runs\n", @@ -151,10 +244,33 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "ab918024", + "execution_count": 7, + "id": "0274dfb9", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n", + "Total Substructure Cost: $386.6 M\n", + "{'monopile': {'deck_space': np.float64(54.48035485737655),\n", + " 'diameter': np.float64(7.381080873244551),\n", + " 'embedment_length': np.float64(28.73789461200757),\n", + " 'length': np.float64(63.737894612007565),\n", + " 'mass': np.float64(1015.3457502626202),\n", + " 'moment': np.float64(12.250526562877912),\n", + " 'thickness': np.float64(0.08016080873244551),\n", + " 'unit_cost': np.float64(3691797.147954887)},\n", + " 'transition_piece': {'deck_space': np.float64(56.87275152687858),\n", + " 'diameter': np.float64(7.541402490709443),\n", + " 'length': 25,\n", + " 'mass': np.float64(406.9956472415284),\n", + " 'thickness': np.float64(0.08016080873244551),\n", + " 'unit_cost': np.float64(4039838.794519411)}}\n" + ] + } + ], "source": [ "monopile_design = MonopileDesign(design_config)\n", "monopile_design.run()\n", @@ -164,7 +280,7 @@ }, { "cell_type": "markdown", - "id": "2a2d76fd", + "id": "5485720b", "metadata": {}, "source": [ "### Incomplete or Incorrect Configurations\n", @@ -179,14 +295,28 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "198a6604", + "execution_count": 8, + "id": "f7019be5", "metadata": { "tags": [ "raises-exception" ] }, - "outputs": [], + "outputs": [ + { + "ename": "MissingInputs", + "evalue": "Input(s) '['site.depth', 'site.mean_windspeed']' missing in config.", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mMissingInputs\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[8]\u001b[39m\u001b[32m, line 4\u001b[39m\n\u001b[32m 1\u001b[39m config_error = deepcopy(design_config)\n\u001b[32m 2\u001b[39m _ = config_error.pop(\u001b[33m\"\u001b[39m\u001b[33msite\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m----> \u001b[39m\u001b[32m4\u001b[39m failed_monopile_design = \u001b[43mMonopileDesign\u001b[49m\u001b[43m(\u001b[49m\u001b[43mconfig_error\u001b[49m\u001b[43m)\u001b[49m\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/GitHub_Public/ORBIT/ORBIT/phases/design/monopile_design.py:76\u001b[39m, in \u001b[36mMonopileDesign.__init__\u001b[39m\u001b[34m(self, config, **kwargs)\u001b[39m\n\u001b[32m 67\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 68\u001b[39m \u001b[33;03mCreates an instance of MonopileDesign.\u001b[39;00m\n\u001b[32m 69\u001b[39m \n\u001b[32m (...)\u001b[39m\u001b[32m 72\u001b[39m \u001b[33;03mconfig : dict\u001b[39;00m\n\u001b[32m 73\u001b[39m \u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 75\u001b[39m config = \u001b[38;5;28mself\u001b[39m.initialize_library(config, **kwargs)\n\u001b[32m---> \u001b[39m\u001b[32m76\u001b[39m \u001b[38;5;28mself\u001b[39m.config = \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mvalidate_config\u001b[49m\u001b[43m(\u001b[49m\u001b[43mconfig\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 77\u001b[39m \u001b[38;5;28mself\u001b[39m._design = \u001b[38;5;28mself\u001b[39m.config.get(\u001b[33m\"\u001b[39m\u001b[33mmonopile_design\u001b[39m\u001b[33m\"\u001b[39m, {})\n\u001b[32m 79\u001b[39m \u001b[38;5;28mself\u001b[39m._outputs = {}\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/GitHub_Public/ORBIT/ORBIT/phases/base.py:115\u001b[39m, in \u001b[36mBasePhase.validate_config\u001b[39m\u001b[34m(self, config)\u001b[39m\n\u001b[32m 112\u001b[39m missing = \u001b[38;5;28mself\u001b[39m._check_keys(expected, config)\n\u001b[32m 114\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m missing:\n\u001b[32m--> \u001b[39m\u001b[32m115\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m MissingInputs(missing)\n\u001b[32m 117\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m 118\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m benedict(config)\n", + "\u001b[31mMissingInputs\u001b[39m: Input(s) '['site.depth', 'site.mean_windspeed']' missing in config." + ] + } + ], "source": [ "config_error = deepcopy(design_config)\n", "_ = config_error.pop(\"site\")\n", @@ -196,7 +326,7 @@ }, { "cell_type": "markdown", - "id": "f8a7ae33", + "id": "d11ac516", "metadata": {}, "source": [ "### Optional Inputs\n", @@ -209,10 +339,32 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "a330b105", + "execution_count": 9, + "id": "d275fbec", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total Substructure Cost: $269.26 M\n", + "{'monopile': {'deck_space': np.float64(54.48035485737655),\n", + " 'diameter': np.float64(7.381080873244551),\n", + " 'embedment_length': np.float64(28.73789461200757),\n", + " 'length': np.float64(63.737894612007565),\n", + " 'mass': np.float64(1015.3457502626202),\n", + " 'moment': np.float64(12.250526562877912),\n", + " 'thickness': np.float64(0.08016080873244551),\n", + " 'unit_cost': np.float64(3553710.1259191707)},\n", + " 'transition_piece': {'deck_space': np.float64(56.87275152687858),\n", + " 'diameter': np.float64(7.541402490709443),\n", + " 'length': 25,\n", + " 'mass': np.float64(406.9956472415284),\n", + " 'thickness': np.float64(0.08016080873244551),\n", + " 'unit_cost': np.float64(1831480.4125868778)}}\n" + ] + } + ], "source": [ "design_config = {\n", " \"site\": {\n", @@ -243,7 +395,7 @@ }, { "cell_type": "markdown", - "id": "e61ee975", + "id": "9c4422de", "metadata": {}, "source": [ "### Overriding Values from the Design Phase\n", @@ -256,10 +408,31 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "643ca763", + "execution_count": 10, + "id": "42735015", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'monopile': {'deck_space': np.float64(54.48035485737655),\n", + " 'diameter': np.float64(7.381080873244551),\n", + " 'embedment_length': np.float64(28.73789461200757),\n", + " 'length': np.float64(63.737894612007565),\n", + " 'mass': np.float64(1015.3457502626202),\n", + " 'moment': np.float64(12.250526562877912),\n", + " 'thickness': np.float64(0.08016080873244551),\n", + " 'unit_cost': np.float64(3691797.147954887)},\n", + " 'transition_piece': {'deck_space': np.float64(56.87275152687858),\n", + " 'diameter': np.float64(7.541402490709443),\n", + " 'length': 25,\n", + " 'mass': np.float64(406.9956472415284),\n", + " 'thickness': np.float64(0.08016080873244551),\n", + " 'unit_cost': np.float64(4039838.794519411)}}\n" + ] + } + ], "source": [ "design_config_custom = {\n", " \"site\": {\n", @@ -289,7 +462,7 @@ }, { "cell_type": "markdown", - "id": "0bd21343", + "id": "37c05e35", "metadata": {}, "source": [ "### Installation Phases\n", @@ -308,10 +481,106 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "ff0461c0", + "execution_count": 11, + "id": "ad566671", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total Installation Cost: $33.97 M\n", + "{\n", + " \"feeder\": {\n", + " \"crane_specs\": {\n", + " \"max_lift\": 500\n", + " },\n", + " \"jacksys_specs\": {\n", + " \"leg_length\": 85,\n", + " \"max_depth\": 40,\n", + " \"max_extension\": 60,\n", + " \"speed_above_depth\": 0.5,\n", + " \"speed_below_depth\": 0.5\n", + " },\n", + " \"storage_specs\": {\n", + " \"max_cargo\": 12000,\n", + " \"max_deck_load\": 8,\n", + " \"max_deck_space\": 1000\n", + " },\n", + " \"transport_specs\": {\n", + " \"max_waveheight\": 2.5,\n", + " \"max_windspeed\": 20,\n", + " \"transit_speed\": 6\n", + " },\n", + " \"vessel_specs\": {\n", + " \"day_rate\": 93692\n", + " }\n", + " },\n", + " \"monopile\": {\n", + " \"deck_space\": 54.48035485737655,\n", + " \"diameter\": 7.381080873244551,\n", + " \"embedment_length\": 28.73789461200757,\n", + " \"length\": 63.737894612007565,\n", + " \"mass\": 1015.3457502626202,\n", + " \"moment\": 12.250526562877912,\n", + " \"thickness\": 0.08016080873244551,\n", + " \"unit_cost\": 3691797.147954887\n", + " },\n", + " \"num_feeders\": 2,\n", + " \"plant\": {\n", + " \"num_turbines\": 50\n", + " },\n", + " \"site\": {\n", + " \"depth\": 25,\n", + " \"distance\": 70,\n", + " \"mean_windspeed\": 9.5\n", + " },\n", + " \"transition_piece\": {\n", + " \"deck_space\": 56.87275152687858,\n", + " \"diameter\": 7.541402490709443,\n", + " \"length\": 25,\n", + " \"mass\": 406.9956472415284,\n", + " \"thickness\": 0.08016080873244551,\n", + " \"unit_cost\": 4039838.794519411\n", + " },\n", + " \"turbine\": {\n", + " \"hub_height\": 120,\n", + " \"rated_windspeed\": 13,\n", + " \"rotor_diameter\": 220\n", + " },\n", + " \"wtiv\": {\n", + " \"crane_specs\": {\n", + " \"max_hook_height\": 100,\n", + " \"max_lift\": 1200,\n", + " \"max_windspeed\": 15\n", + " },\n", + " \"jacksys_specs\": {\n", + " \"leg_length\": 110,\n", + " \"max_depth\": 75,\n", + " \"max_extension\": 85,\n", + " \"speed_above_depth\": 1,\n", + " \"speed_below_depth\": 2.5\n", + " },\n", + " \"storage_specs\": {\n", + " \"max_cargo\": 8000,\n", + " \"max_deck_load\": 15,\n", + " \"max_deck_space\": 4000\n", + " },\n", + " \"transport_specs\": {\n", + " \"max_waveheight\": 3,\n", + " \"max_windspeed\": 20,\n", + " \"transit_speed\": 10\n", + " },\n", + " \"vessel_specs\": {\n", + " \"day_rate\": 400000,\n", + " \"mobilization_days\": 7,\n", + " \"mobilization_mult\": 1\n", + " }\n", + " }\n", + "}\n" + ] + } + ], "source": [ "install_config = deepcopy(monopile_design_result)\n", "install_config[\"wtiv\"] = \"example_wtiv\"\n", @@ -329,7 +598,7 @@ }, { "cell_type": "markdown", - "id": "04916c14", + "id": "b1378b58", "metadata": {}, "source": [ "### Loading and Saving Configurations\n", @@ -447,10 +716,104 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "88dd99e1", + "execution_count": 12, + "id": "9bfdaa72", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'design_phases': ['MonopileDesign'],\n", + " 'feeder': 'dict | str (optional)',\n", + " 'install_phases': ['MonopileInstallation'],\n", + " 'monopile_design': {'air_density': 'kg/m3 (optional)',\n", + " 'load_factor': 'float (optional)',\n", + " 'material_factor': 'float (optional)',\n", + " 'monopile_density': 'kg/m3 (optional)',\n", + " 'monopile_modulus': 'Pa (optional)',\n", + " 'monopile_steel_cost': 'USD/t (optional)',\n", + " 'monopile_tp_connection_thickness': 'm (optional)',\n", + " 'soil_coefficient': 'N/m3 (optional)',\n", + " 'tp_steel_cost': 'USD/t (optional)',\n", + " 'transition_piece_density': 'kg/m3 (optional)',\n", + " 'transition_piece_length': 'm (optional)',\n", + " 'transition_piece_thickness': 'm (optional)',\n", + " 'turb_length_scale': 'm (optional)',\n", + " 'weibull_scale_factor': 'float (optional)',\n", + " 'weibull_shape_factor': 'float (optional)',\n", + " 'yield_stress': 'Pa (optional)'},\n", + " 'monopile_supply_chain': {'enabled': '(optional, default: False)',\n", + " 'num_substructures_delivered': 'int (optional: '\n", + " 'default: 1)',\n", + " 'substructure_delivery_time': 'h (optional, '\n", + " 'default: 168)',\n", + " 'substructure_storage': 'int (optional, default: '\n", + " 'inf)'},\n", + " 'num_feeders': 'int (optional)',\n", + " 'orbit_version': '1.2.6',\n", + " 'plant': {'num_turbines': 'int'},\n", + " 'port': {'monthly_rate': 'USD/mo (optional)',\n", + " 'name': 'str (optional)',\n", + " 'num_cranes': 'int (optional, default: 1)'},\n", + " 'project_parameters': {'commissioning': '$/kW (optional, default: value '\n", + " 'calculated using '\n", + " 'commissioning_factor)',\n", + " 'commissioning_factor': 'float (optional, default: '\n", + " '0.0115)',\n", + " 'construction_financing': '$/kW (optional, default: '\n", + " 'value calculated using '\n", + " 'construction_financing_factor))',\n", + " 'construction_financing_factor': ('$/kW (optional, '\n", + " 'default: value '\n", + " 'calculated using '\n", + " 'spend_schedule, '\n", + " 'tax_rate, and '\n", + " 'interest_during_construction))',),\n", + " 'construction_insurance': '$/kW (optional, default: '\n", + " 'value calculated using '\n", + " 'construction_insurance_factor)',\n", + " 'construction_insurance_factor': 'float (optional, '\n", + " 'default: 0.0207)',\n", + " 'construction_plan_cost': '$ (optional, default: 25e6)',\n", + " 'decommissioning': '$/kW (optional, default: value '\n", + " 'calculated using '\n", + " 'decommissioning_factor)',\n", + " 'decommissioning_factor': 'float (optional, default: '\n", + " '0.2)',\n", + " 'discount_rate': 'yearly (optional, default: .025)',\n", + " 'installation_contingency': '$/kW (optional, default: '\n", + " 'value calculated using '\n", + " 'installation_contingency_factor)',\n", + " 'installation_contingency_factor': 'float (optional, '\n", + " 'default: 0.345)',\n", + " 'installation_plan_cost': '$ (optional, default: 25e6)',\n", + " 'interest_during_construction': 'float (optional, '\n", + " 'default: 0.065',\n", + " 'ncf': 'float (optional, default: 0.4)',\n", + " 'offtake_price': '$/MWh (optional, default: 80)',\n", + " 'opex_rate': '$/kW/year (optional, default: 150)',\n", + " 'procurement_contingency': '$/kW (optional, default: '\n", + " 'value calculated using '\n", + " 'procurement_contingency_factor)',\n", + " 'procurement_contingency_factor': 'float (optional, '\n", + " 'default: 0.0575)',\n", + " 'project_lifetime': 'yrs (optional, default: 25)',\n", + " 'site_assessment_cost': '$ (optional, default: 200e6)',\n", + " 'site_auction_price': '$ (optional, default: 105e6)',\n", + " 'spend_schedule': 'dict (optional, default: {0: 0.25, '\n", + " '1: 0.25, 2: 0.3, 3: 0.1, 4: 0.1, 5: '\n", + " '0.0}',\n", + " 'tax_rate': 'float (optional, default: 0.26',\n", + " 'turbine_capex': '$/kW (optional, default: 1300)'},\n", + " 'site': {'depth': 'm', 'distance': 'km', 'mean_windspeed': 'm/s'},\n", + " 'turbine': {'hub_height': 'm',\n", + " 'rated_windspeed': 'm/s',\n", + " 'rotor_diameter': 'm'},\n", + " 'wtiv': 'dict | str'}\n" + ] + } + ], "source": [ "phases = [\"MonopileDesign\", \"MonopileInstallation\"]\n", "config_template = ProjectManager.compile_input_dict(phases)\n", @@ -459,7 +822,7 @@ }, { "cell_type": "markdown", - "id": "998caed8", + "id": "b2ed2190", "metadata": {}, "source": [ "Now, we can combine the monopile design and installation configurations that were\n", @@ -469,10 +832,38 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "2b2acb41", + "execution_count": 13, + "id": "71a23479", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Project Capex: 303.23 M\n", + "\n", + " Substructure: 269.26 M\n", + " Substructure Installation: 33.97 M\n", + " Onshore Substation: 0.00 M\n", + " Turbine: 780.00 M\n", + " Soft: 274.09 M\n", + " Project: 355.00 M\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " Substructure: 269.26 M\n", + " Substructure Installation: 33.97 M\n", + " Onshore Substation: 0.00 M\n", + " Turbine: 780.00 M\n", + " Soft: 274.09 M\n", + " Project: 355.00 M\n" + ] + } + ], "source": [ "project_config = deepcopy(design_config)\n", "project_config[\"wtiv\"] = \"example_wtiv\"\n", @@ -492,7 +883,7 @@ }, { "cell_type": "markdown", - "id": "8adb5a4c", + "id": "bfda1e95", "metadata": {}, "source": [ "To continue with the previous subsection's demonstration, we can also save the final configuration\n", @@ -501,10 +892,24 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "0aee0824", + "execution_count": 14, + "id": "8c20200b", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Project Capex: 303.23 M\n", + " Substructure: 269.26 M\n", + " Substructure Installation: 33.97 M\n", + " Onshore Substation: 0.00 M\n", + " Turbine: 780.00 M\n", + " Soft: 274.09 M\n", + " Project: 355.00 M\n" + ] + } + ], "source": [ "config_fn = Path(\"monopile_demo.yaml\").resolve()\n", "save_config(project.config, config_fn)\n", diff --git a/examples/parametric_manager.ipynb b/examples/parametric_manager.ipynb index e6a6fafc..fdb3d10c 100644 --- a/examples/parametric_manager.ipynb +++ b/examples/parametric_manager.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b55020c0", + "id": "eadbc83e", "metadata": {}, "source": [ "(parametric-manager-tutorial)=\n", @@ -19,8 +19,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "e0c4a410", + "execution_count": 1, + "id": "f9759ed4", "metadata": {}, "outputs": [], "source": [ @@ -43,7 +43,7 @@ }, { "cell_type": "markdown", - "id": "465c1007", + "id": "768ed00f", "metadata": {}, "source": [ "## Setting Up The Parameterized Inputs\n", @@ -56,8 +56,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "9aee8899", + "execution_count": 2, + "id": "bea264c7", "metadata": {}, "outputs": [], "source": [ @@ -69,7 +69,7 @@ }, { "cell_type": "markdown", - "id": "aac9cecc", + "id": "82a78b4d", "metadata": {}, "source": [ "Similar to the parameterized inputs, we must also define the desired outputs. However, outputs must\n", @@ -79,8 +79,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "f3c3e26c", + "execution_count": 3, + "id": "192528ae", "metadata": {}, "outputs": [], "source": [ @@ -92,7 +92,7 @@ }, { "cell_type": "markdown", - "id": "cab03d36", + "id": "d2943f8a", "metadata": {}, "source": [ "## Previewing and Running The Model\n", @@ -110,10 +110,148 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "4909db5c", + "execution_count": 4, + "id": "303204c0", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n", + "10 runs elapsed time: 3.64s\n", + "70 runs estimated time: 25.45s\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10 runs elapsed time: 3.64s\n", + "70 runs estimated time: 25.45s\n" + ] + }, + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " site.depth site.distance Installation System\n", + "0 60 40 3.189682e+08 1.294177e+09\n", + "1 40 160 3.483092e+08 1.173294e+09\n", + "2 60 140 3.536998e+08 1.294177e+09\n", + "3 30 20 3.058275e+08 1.116196e+09\n", + "4 50 100 3.361646e+08 1.232635e+09\n", + "5 30 140 3.374312e+08 1.116196e+09\n", + "6 50 40 3.160221e+08 1.232635e+09\n", + "7 40 140 3.401613e+08 1.173294e+09\n", + "8 50 60 3.243595e+08 1.232635e+09\n", + "9 70 60 3.268419e+08 1.357158e+09" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "project = ParametricManager(config, params, results, product=True, weather=weather)\n", "project.preview()" @@ -121,8 +259,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "e741bed1", + "execution_count": 5, + "id": "eed8c868", "metadata": {}, "outputs": [], "source": [ @@ -131,7 +269,7 @@ }, { "cell_type": "markdown", - "id": "18322e93", + "id": "f6abc309", "metadata": {}, "source": [ "The results are saved as a pandas DataFrame in the `results` attribute where each row represents a\n", @@ -148,8 +286,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "d7c0afb9", + "execution_count": 6, + "id": "25478401", "metadata": {}, "outputs": [], "source": [ @@ -160,7 +298,7 @@ }, { "cell_type": "markdown", - "id": "c30d3c83", + "id": "ec375522", "metadata": {}, "source": [ "As mentioned in the [`ProjectManager` tutorial](#project-manager-tutorial), the system CapEx will\n", @@ -170,10 +308,21 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "01ee86a2", + "execution_count": 7, + "id": "bd9be8c1", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "fig = plt.figure()\n", "ax = fig.add_subplot(111)\n", @@ -194,7 +343,7 @@ }, { "cell_type": "markdown", - "id": "a621900a", + "id": "66b8e79e", "metadata": {}, "source": [ "However, the system CapEx only increases as the site's depth increases because only the site's\n", @@ -204,10 +353,21 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "4314bd25", + "execution_count": 8, + "id": "f3fd26bd", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "fig = plt.figure()\n", "ax = fig.add_subplot(111)\n", diff --git a/examples/project_manager.ipynb b/examples/project_manager.ipynb index 0d5d71e6..b71e8898 100644 --- a/examples/project_manager.ipynb +++ b/examples/project_manager.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f519b38c", + "id": "c3e1312b", "metadata": {}, "source": [ "(project-manager-tutorial)=\n", @@ -15,8 +15,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "7c5c9019", + "execution_count": 1, + "id": "ee914a76", "metadata": {}, "outputs": [], "source": [ @@ -35,7 +35,7 @@ }, { "cell_type": "markdown", - "id": "630597d1", + "id": "89174580", "metadata": {}, "source": [ "## Compiling Input Requirements Dynamically\n", @@ -48,10 +48,110 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "53fc2c85", + "execution_count": 2, + "id": "2201d9dd", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'design_phases': ['MonopileDesign'],\n", + " 'feeder': 'dict | str (optional)',\n", + " 'install_phases': ['MonopileInstallation', 'TurbineInstallation'],\n", + " 'monopile_design': {'air_density': 'kg/m3 (optional)',\n", + " 'load_factor': 'float (optional)',\n", + " 'material_factor': 'float (optional)',\n", + " 'monopile_density': 'kg/m3 (optional)',\n", + " 'monopile_modulus': 'Pa (optional)',\n", + " 'monopile_steel_cost': 'USD/t (optional)',\n", + " 'monopile_tp_connection_thickness': 'm (optional)',\n", + " 'soil_coefficient': 'N/m3 (optional)',\n", + " 'tp_steel_cost': 'USD/t (optional)',\n", + " 'transition_piece_density': 'kg/m3 (optional)',\n", + " 'transition_piece_length': 'm (optional)',\n", + " 'transition_piece_thickness': 'm (optional)',\n", + " 'turb_length_scale': 'm (optional)',\n", + " 'weibull_scale_factor': 'float (optional)',\n", + " 'weibull_shape_factor': 'float (optional)',\n", + " 'yield_stress': 'Pa (optional)'},\n", + " 'monopile_supply_chain': {'enabled': '(optional, default: False)',\n", + " 'num_substructures_delivered': 'int (optional: '\n", + " 'default: 1)',\n", + " 'substructure_delivery_time': 'h (optional, '\n", + " 'default: 168)',\n", + " 'substructure_storage': 'int (optional, default: '\n", + " 'inf)'},\n", + " 'num_feeders': 'int (optional)',\n", + " 'orbit_version': '1.2.6',\n", + " 'plant': {'num_turbines': 'int'},\n", + " 'port': {'monthly_rate': 'USD/mo (optional)',\n", + " 'name': 'str (optional)',\n", + " 'num_cranes': 'int (optional, default: 1)'},\n", + " 'project_parameters': {'commissioning': '$/kW (optional, default: value '\n", + " 'calculated using '\n", + " 'commissioning_factor)',\n", + " 'commissioning_factor': 'float (optional, default: '\n", + " '0.0115)',\n", + " 'construction_financing': '$/kW (optional, default: '\n", + " 'value calculated using '\n", + " 'construction_financing_factor))',\n", + " 'construction_financing_factor': ('$/kW (optional, '\n", + " 'default: value '\n", + " 'calculated using '\n", + " 'spend_schedule, '\n", + " 'tax_rate, and '\n", + " 'interest_during_construction))',),\n", + " 'construction_insurance': '$/kW (optional, default: '\n", + " 'value calculated using '\n", + " 'construction_insurance_factor)',\n", + " 'construction_insurance_factor': 'float (optional, '\n", + " 'default: 0.0207)',\n", + " 'construction_plan_cost': '$ (optional, default: 25e6)',\n", + " 'decommissioning': '$/kW (optional, default: value '\n", + " 'calculated using '\n", + " 'decommissioning_factor)',\n", + " 'decommissioning_factor': 'float (optional, default: '\n", + " '0.2)',\n", + " 'discount_rate': 'yearly (optional, default: .025)',\n", + " 'installation_contingency': '$/kW (optional, default: '\n", + " 'value calculated using '\n", + " 'installation_contingency_factor)',\n", + " 'installation_contingency_factor': 'float (optional, '\n", + " 'default: 0.345)',\n", + " 'installation_plan_cost': '$ (optional, default: 25e6)',\n", + " 'interest_during_construction': 'float (optional, '\n", + " 'default: 0.065',\n", + " 'ncf': 'float (optional, default: 0.4)',\n", + " 'offtake_price': '$/MWh (optional, default: 80)',\n", + " 'opex_rate': '$/kW/year (optional, default: 150)',\n", + " 'procurement_contingency': '$/kW (optional, default: '\n", + " 'value calculated using '\n", + " 'procurement_contingency_factor)',\n", + " 'procurement_contingency_factor': 'float (optional, '\n", + " 'default: 0.0575)',\n", + " 'project_lifetime': 'yrs (optional, default: 25)',\n", + " 'site_assessment_cost': '$ (optional, default: 200e6)',\n", + " 'site_auction_price': '$ (optional, default: 105e6)',\n", + " 'spend_schedule': 'dict (optional, default: {0: 0.25, '\n", + " '1: 0.25, 2: 0.3, 3: 0.1, 4: 0.1, 5: '\n", + " '0.0}',\n", + " 'tax_rate': 'float (optional, default: 0.26',\n", + " 'turbine_capex': '$/kW (optional, default: 1300)'},\n", + " 'site': {'depth': 'm', 'distance': 'km', 'mean_windspeed': 'm/s'},\n", + " 'turbine': {'blade': {'deck_space': 'm2', 'mass': 't'},\n", + " 'hub_height': 'm',\n", + " 'nacelle': {'deck_space': 'm2', 'mass': 't'},\n", + " 'rated_windspeed': 'm/s',\n", + " 'rotor_diameter': 'm',\n", + " 'tower': {'deck_space': 'm2',\n", + " 'length': 'm',\n", + " 'mass': 't',\n", + " 'sections': 'int (optional)'}},\n", + " 'wtiv': 'dict | str'}\n" + ] + } + ], "source": [ "phases = [\n", " \"MonopileDesign\",\n", @@ -65,7 +165,7 @@ }, { "cell_type": "markdown", - "id": "cea2c997", + "id": "a09357b2", "metadata": {}, "source": [ "Using the results of the `expected_config`, the following configuration is now created to minimally\n", @@ -76,10 +176,18 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "ef6f3503", + "execution_count": 3, + "id": "ad5473d3", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n" + ] + } + ], "source": [ "config = {\n", " \"site\": {\n", @@ -125,7 +233,7 @@ }, { "cell_type": "markdown", - "id": "939f6db7", + "id": "e2b6416f", "metadata": {}, "source": [ "## Weather Profiles\n", @@ -137,8 +245,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "39394b1a", + "execution_count": 4, + "id": "65801c24", "metadata": {}, "outputs": [], "source": [ @@ -150,7 +258,7 @@ }, { "cell_type": "markdown", - "id": "342efdf5", + "id": "b100b39f", "metadata": {}, "source": [ "## Accessing Individual Models\n", @@ -162,10 +270,18 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "8aaf26a5", + "execution_count": 5, + "id": "637e5a33", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total Monopile Cost: $335.34 M\n" + ] + } + ], "source": [ "monopile_design_cost = project.phases[\"MonopileDesign\"].total_cost\n", "print(f\"Total Monopile Cost: ${monopile_design_cost / 1e6:,.2f} M\")" @@ -173,7 +289,7 @@ }, { "cell_type": "markdown", - "id": "58500b15", + "id": "52c36f67", "metadata": {}, "source": [ "## Phase-Specific Configurations\n", @@ -262,8 +378,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "754bf306", + "execution_count": 6, + "id": "f1848491", "metadata": {}, "outputs": [], "source": [ @@ -325,7 +441,7 @@ }, { "cell_type": "markdown", - "id": "0f8688b8", + "id": "a7ee1f92", "metadata": {}, "source": [ "Now, we can make a quick visualization to see how the start timing plays out. Notice how the\n", @@ -336,10 +452,21 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "f8c34121", + "execution_count": 7, + "id": "b7472865", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "df = pd.DataFrame.from_dict(project.phase_dates).T\n", "df.start = pd.to_datetime(df.start)\n", @@ -359,7 +486,7 @@ }, { "cell_type": "markdown", - "id": "108b14f4", + "id": "37ee1e89", "metadata": {}, "source": [ "(phase-dependent-timing)=\n", @@ -373,10 +500,21 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "81879757", + "execution_count": 8, + "id": "a31a0a83", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "dependent_starts = {\n", " \"MonopileInstallation\": \"04/01/2020\",\n", diff --git a/examples/supply_chains.ipynb b/examples/supply_chains.ipynb index c45c3b92..daa0a5a1 100644 --- a/examples/supply_chains.ipynb +++ b/examples/supply_chains.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5508b2d9", + "id": "f781d74a", "metadata": {}, "source": [ "# Modeling Supply Chains\n", @@ -17,10 +17,19 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "bd0f8f25", + "execution_count": 1, + "id": "fa0cbe14", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "UserWarning: /var/folders/q5/tfpytqxn0r396dfg7rk5sj8rwq9tvv/T/ipykernel_84155/774869178.py:14\n", + "Could not infer format, so each element will be parsed individually, falling back to `dateutil`. To ensure parsing is consistent and as-expected, please specify a format.\n" + ] + } + ], "source": [ "from copy import deepcopy\n", "from pathlib import Path\n", @@ -42,7 +51,7 @@ }, { "cell_type": "markdown", - "id": "19f60da3", + "id": "b9414709", "metadata": {}, "source": [ "## Preparing The Cases\n", @@ -56,10 +65,18 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "c91cfa8a", + "execution_count": 2, + "id": "faabe206", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n" + ] + } + ], "source": [ "base_jacket_config = load_config(example_path / \"configs/example_fixed_project.yaml\")\n", "base_jacket_config[\"jacket\"] = {\n", @@ -96,7 +113,7 @@ }, { "cell_type": "markdown", - "id": "30b0562b", + "id": "89666817", "metadata": {}, "source": [ "## Comparing Results\n", @@ -106,10 +123,20 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "0dcec4e2", + "execution_count": 3, + "id": "cc0c89e3", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Case 1 Installation Time: 319.8 days\n", + "Case 2 Installation Time: 540.9 days\n", + "Case 3 Installation Time: 327.1 days\n" + ] + } + ], "source": [ "print(f\"Case 1 Installation Time: {case1_project.total_phase_time / 24:.1f} days\")\n", "print(f\"Case 2 Installation Time: {case2_project.total_phase_time / 24:.1f} days\")\n", @@ -118,7 +145,7 @@ }, { "cell_type": "markdown", - "id": "09a3e207", + "id": "c2aaba24", "metadata": {}, "source": [ "### Installation Timing\n", @@ -130,8 +157,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "9b8ec51d", + "execution_count": 4, + "id": "4002dab5", "metadata": {}, "outputs": [], "source": [ @@ -159,10 +186,21 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "ba36c0dd", + "execution_count": 5, + "id": "0cb561db", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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SkrXSU1MkPzd23mQv2X1ERj34dsBAwZeO13k6X59bNdj2pufdXgPxhZJQAAAAQLRl5Yr0GSeybXnz1+o9zrMe4E3DhsXXiNRWng4cnPSS8A4oFo0TqbP4xKMGZL47LtxcAwCAJJGT1ULG9MuXlR8eaPZaY/p1MNaLBRo2TH5mk1TVnGwIHJz0kPAOKK5/qlhq605ZloHy3XHh5hqIP+ywAAAAAGLBoGmxtQ4Sh5ZzMsMKN7sgfHdTWIUV2hR79g7rRtzstAAAoImJQ7vE1DrNpeWczLDCzS4I390UVmGFNsPeeNdoy0bc7LRIXAQWAAAAQCzoWiCS1/SPMVfa9xXpelmo7giJQntAjJzjLlBwUvpJQwpzB4UeCS0AAAhoWPe20iu/ef3Gzs/PkaHdz5JYoL0fbr28p6tAwUnpJw0pzB0UeiS0SB4EFgAAAEAsSEkRmTBPpEWQDbh13tVPetYBfLkJFNyGFcFcAwCAJJWSkiIPF/aXlkE24NZ5DxVebKwTK9wECm7DimCugfhGYAEAAADEik79Ra5b4j600PE6T+cDdpwECsGGFYGu8dZ9ntJUAABALji7tcyfNNB1aKHjdZ7OjzVOAoVgw4pA13hszU6jNBUSA4EFAAAAEEt6jBKZstJ5eSgtA6XjdR7QnNDiod7WYUVaprOwwu4aGTkik5Z5SlMBAABDQc88WTp9mOPyUFoGSsfrvFjlL7QYcu8blmFFRnqqo7DC7hrZmeny3NTBRmkqJIb0aN8AAAAAAB+6U2JGkUjZBpHNC0S2rxCprzt9PjVdpPc4T4Nt7VkRQyUBEAfMwME3nKjc33SsBg+dh3iadmsfjEBhhe81dGeFhhWdBzf3rgEASDi6U2L1rOFSXHpYFheXSfHOA43Op6emyJh+HYwG29qzIpbKQNkxAwffcKK8oqbJWA0evtWljdG0W/tgBAorfK+hOys0rBjYpU1I7h2xgcACAAAAiEX6B2m3As+jusLzZnJNlUhmtkhOR5Gs3GjfIRIxtPDmvZtiZon7HRI698JCdlYAAOCHhhDDerQ1Hoe+rpB3337TeP2FnwyRc/LOlJysFhJv7EILb967KdbePsL1DgmdO35AJ3ZWJCBKQgEAAACxTsOJvPNFzhnoORJWIBQ0UNDwy4q+7r2bItjQgbACAADHsjNPhxNd22XHZVjhHSjk53qVlfSir3vvpgg2dCCsSEwEFgAAAECwdOfDwR0iX5R4jvo1EEv8NbrWBttWZaCMeftPN+IGACAGVVafkJ3llbJlz9fGUb9GaATbwNp7njbYtioDpfR1sxE34IuSUAAAAIAb9fUiZetFNi0Q2fFq494SKWkifczeEgX0lkBo7NsS3DwNHOx6SOg5f+WglHnead8KAADCrL6+XopKv5LFRbvl9W3lUneqvuFcmtHvId/o9zCse9u46PcQi0p2H3HdU0JpAGH2lHh/9xG/5aCUed7NNZAcCCwAAAAAN28cv3STyCGbP8A0vNi23PPI6yMyYZ6ngTYQrD2bRP72E5Hzf+/5+r1nRQpmBJ7nHUhow2zv0MIurNAyUL47LggtAAAx4qO9R+W2pVvkk/Iqy/MaXqz88IDx6JWfLQ8X9jeaWsN9WFFVc9JVoKBhhTn++qeKpbbulGUZKN8dF4QWsEJJKAAAAMCJXWtFnh1rH1b40nE6XucBwZZz0rDhhNcbM+vuD1yqyTeQqK30rKPr2YUV2mB79g7P0ZeOpzwUACCK1u88JIXzi2zDCl86TsfrPDgv52SGFd6BQqDSTd5hhbIKK7TB9sa7RhtHX06ugeRCYAEAAAA42VnxwkSRE8fczdPxOi/Ykj5IbtqweuQcdwGCXSCh63y41D6sMHdQ6JHQAgAQYzsrpi8ukeO1XmU4HdDxOk/nw1kDay0D5SZQ8A0rrGhIYe6g0COhBQIhsAAAAAAC9azQMlBuwwqTznv5Zs86gFsaIAy/01mA4G/3hDnH6pxvuSdCCwBADPWs0DJQbsMKk86bvfSfxjoIzE2g4DasCOYaSE4EFgAAAIA/2mDbaRkoOwe3iZRtCNUdIdlcMsX6de8AwV9YcWGhp/m21Tm73hR2oYWuo6WlAACIAG2w7bQMlJ2PyyuluPRwyO4p0TkJFIINKwJdQ5t2a2kqJDeabgMAAAD+bF4YunW6FYRmLcCkIUXR402bZfsGEtp0W/tYaD8L33N2zPNmEJKR41lHS1UBABABS4p3h2ydYT3ahmStZGAGDb6hhH69cENpk+bZKiM9VWpPngoYVthdIzszXZ6bOtgoTYXkxg4LAAAAwE51hcj2FaFZa/srnvWA5rAqDxUorFCdB3vCBg0dnIQVvjstzLBC1wEAIAIqq0/I6q2h2dW3ausBYz04Z7cLwiqs0HHP/2SoETo4CSt8r2GGFQO7tAnJvSO+scMCAAAAsFOxT6Q+uJrJTeg6+sZyVm5o1kPylodKq7Mu/2SyCyQ0bJhZ4n6HhK6lZaXYWQEAiKADR6ul7lRoek/oOuUV1ZKT1SIk6yX7Tgtv3gHF2ttHuN4hoXPHD+jEzgo0YIcFAAAAYKc2yEbbdmqaV4MZaAgQcjpan9PX/e2eCDZ0IKwAAETYsSAbbdupqgnteslCA4X83EzLc/q6926KYEMHwgp4I7AAAAAA7GS0Cu16mdmhXQ/xJxQNq7XBtlUZKGP9/acbcQMAEMdaZaSFdL3szNCuF+uCbV7tO08bbFuVgVL6utmIGwgVAgsAAADATm4nkZQQ/XGbmm7/qXgkhz2bROYOdB8ovPds4+f+ykEpPU9oAQCIcx1aZ0laakpI1kpPTZH83OT5FH/J7iMy6sG3XYcJOl7n6Xzza3/loJSeJ7RAKBFYAAAAAHa030SfcaFZq/c4+lcke1ix+BqR2kp3gYKOW3f/6a+9n5usgjBCCwBAnNN+E2P6haYk4Zh+HZKmf4WGDZOf2SRVNSddhQlmOKHzdP6vln9kGVZYlYcitEAoEVgAAAAA/gyaFlvrID7LQJlhhZtAQc8H2k2hDbZn7/AcfRFaAADi3MShXWJqnVin5ZzMsMJNmOC7k0LnP1e027LB9sa7RhtHX4QWCBUCCwAAAMCfrgUieU3/KHOlfV+RrpeF6o4Qb7Rh9cg57gIFp2GF2WBbj4QWAIAEM6x7W+mV37weYOfn58jQ7mdJMtDm1bde3tNVmOCk7JPSkMJssK1HQguEC4EFAAAA4E9KisiEeSItgmzArfOuftKzDpKXm0DBbVgRzDUAAIgDKSkp8nBhf2kZZANunfdQ4cXGOsnCTZgQTFgRzHUANwgsAAAAgEA69Re5bon70ELH6zydDzgJFIINKwJd4637PKWpAACIMxec3VrmTxroOrTQ8TpP5ycbJ2FCc8KKQNd5bM1OozwVEAwCCwAAAMCJHqNEpqx0Xh5Ky0DpeJ0HOAktHuptHVakeTW3HH6nfVhhd42MHJFJyzylqQAAiEMFPfNk6fRhjstDaRkoHa/zkpW/0GLIvW9YhhWTh3WR7Mx0R2GF3XV0/nNTBxvlqYBgnP4XCAAAAMA/3Skxo0ikbIPI5gUi21eI1NedPp+aLtJ7nKfBtvasSKLyA3DBDBx8w4nK/U3HavCQf4nIRwc9X18yxd01dGeFhhWdBzfrlgEAiDbdKbF61nApLj0si4vLZPXWcqk7Vd9wPj01Rcb062A02NaeFclUBsqOGTb4hhPlFTVNxprhxFX9zzYad2svjEBhhe91dGeFhhUDu7QJyf0jORFYAAAAAG7oH7/dCjyP6grPm8w1VSKZ2SI5HUWycqN9h4jn0MKq9NM334h89Hpw17iwkJ0VAICEoSHEsB5tjUdl9Qkpr6iWqpo6yc5Mk/zcLMnJahHtW4yb0MKb904KDRvW3j7C9Q4JnT9+QCd2VqDZCCwAAACQWDREqNgnUntMJKOVSG6n8IUIui4BRXLSfhDBBAHe8zRQKHrcemeFhl+BSj85QVgBAND//FSfkANHq+VYbZ20ykiTDq3j/819vf94/x5CTftGWAUGGiYs3FBqubMiPzezyU6KYEMHwgqEAoEFAAAA4l99vUjZepFNC0R2vNq4TFNKmkgfs0xTAWWa0Hx7NoksvkZk5Bx3oYI21PYu0aRfW4UVSl/X86EILQAASam+vl6KSr+SxUW75fVtjcsnpRnlk/KN8knDurelfFIM+vPGz+WGkec7Hq9NtO1KMuk5q7BC6et63mn5JyDcCCwAAAAQ3/ZtEXnpJpFDNtvcNbzYttzz0IbZE+Z5elEAzQkraitPl3NyEipo+GCO1/n9rxfZ9JT/Oeb4AdOae9cAgCTz0d6jctvSLfJJeZXleQ0vVn54wHhoI+uHC/sbPSIQXf/64mjD8z+s3SmnUls4ChI0cDBLPmn/Ce/QwvucHfM8oQViQWq0bwAAAAAI2q61Is+OtQ8rfOk4Ha/zgGDKOZlhhXeooGGE07BC6XyrsELLQPnSee8925y7BgAkmfU7D0nh/CLbsMKXjtPxOg/RLef08xe3NAkSNHDwxzeQqKo5aYQWup5dWKFloHw5uRYQCQQWAAAAiN+dFS9MFDlxzN08Ha/zdD7gth+EloHy5S+08A0r/DXYnr3Dc/S17v4gbhYAkKw7K6YvLpHjtV7lMR3Q8TpP5yM6tP/DDZd1cxUk2AUSt17eU5Z/sM/ynDbY3njXaOPo5lpApBBYAAAAID57VmgZKLdhhUnnvXyzZx3ADS3/ZBUqWIUWbsIKs6yU3foAADjoWaFloNyGFSadN3vpP411EB0/HHKu5etWQYJdWGEGEXbnzLJPeiS0QCwisAAAAED80QbbTstA2Tm4TaRsQ6juCMnESWgRTFgRaH1FeSgAgA1tsO20DJSdj8srpbj0cMjuCaHjHSQ0N6wwEVogFhFYAAAAIP5sXhhb6yD5+AstHuodfFgRaP2iJzy9NAAA8LGkeHdMrYPmuWVUT8sgYci9b9gGEuMHdJLH1uy0PGfXUNsutNB1tA8GEGkEFgAAAIgv1RUi21eEZq3tr3jWA4JhFypU7m/62uAbRTJynIUV/ta/doGnlwYAAF4qq0/I6q2hCbRXbT1grIfol4eyChLKK2psAwntg/Hc1MGSnZne5Jw/vqGFztd1dD0g0ggsAAAAEF8q9onUB1ebuQldx+rNZcApJz0n9PzYB0QmLfOEFk7CCu/1h995+utO/Zt3vwCAhHTgaLXUnQpN7wldp7yCT9bHArvdD958A4mBXdo0hBZOwgrfa5lhha4DRAOBBQAAAOJLbZCNtu3UNK/WM2CECjkdrc/p62Y40XmwyMwS52GF6ZIpzb9HAEBCOxZko207VTWhXQ/B0yAhPzfT8py+bhVIaNiw9vYRjsMK72vpPMIKRBOBBQAAAOJLRqvQrpeZHdr1EF+C7QfhPU8bbNvt1NHXzUbcinJOAIAwaJWRFtL1sjNDu14iCra/g9t52vzaqgyU0tftmmMHW86JMlCINgILAAAAxJfcTiIpIfojOjXd/pPxSHx7NonMHdg4UHBCx+s8na/PAzXY1vNurwEAgAsdWmdJWmpKSNZKT02R/FzetPanZPcRGfXg27ZhgR0dr/N0vtPxVg22vel5t/cBxDICCwAAAMSXrFyRPuNCs1bvcZ71kHw0bFh8jUhtpbtAwQwodN6icdZhhVUIRmgBAAijnKwWMqZfaHbxjenXwVgP1jRsmPzMJqmqOekqLDDDB52n8wOFFn/e+LllWGFVHorQAomEwAIAAADxZ9C02FoH8UXLOZlhhZtAwXc3RZ1FeQZtqD17h3UjbkILAEAYTRzaJabWSURazskMK9yEBb47JczQwl95qD+s3dnkNW2KvfGu0ZaNuAktkCgILAAAABB/uhaI5DX9Q82V9n1Ful4WqjtCPNE+EiPnuAsUnJR+0pDCbKitR0ILAEAEDeveVnrlN6831/n5OTK0+1khu6dEo/0dbr28p6uwwK6sk67jpl+EhhRmE209ElogURFYAAAAIP6kpIhMmCfSIsgG3Drv6ic96yA5uQkU3IYVwVwDAIBmSklJkYcL+0vLIBtw67yHCi821oE9N2GBXVjhHT74loGyYjWe0AKJisACAAAA8alTf5HrlrgPLXS8ztP5SG5OAoVgw4pA13jrPk9pKgAAQuiCs1vL/EkDXYcWOl7n6XwE5iQscBtWaHmopzd85ni8v/t4bM1Ov+WmgFhGYAEAAID41WOUyJSVzstDaRkoHa/zgEChxUO9rcOKtExnYYXdNTJyRCYt85SmAgAgxAp65snS6cMcl4fSMlA6XuchNKHFkHvfcBVWKC0P9cgP+jseb3cf2Znp8tzUwa7KTQGxJD3aNwAAAAA0i+6UmFEkUrZBZPMCke0rROrrTp9PTRfpPc7TYFt7VlDmAL7MwME3nKjc33SsBg+dh3iadmsfjEBhhe81dGeFhhWdBzf3rgEAsKU7JVbPGi7FpYdlcXGZrN5aLnWn6hvOp6emyJh+HYwG29qzgjJQwTHDBN9woryipslYJ+HDRee0lgPbPM9vGdVTbggw3vc+dGeFhhUDu7Rx+i0AMYfAAgAAAPFP/8juVuB5VFd43miuqRLJzBbJ6SiSlRvtO0S8hhbevHdTzCxxv0NC515YyM4KAEBEaAgxrEdb41FZfULKK6qlqqZOsjPTJD83S3KyWkT7FhM6tHAbVvj64ZBzXd/H+AGd2FmBuEdgAQAAgMSi4QQBBYKhgULR49Y7KzT48t5NEWzoQFgBAIgCDScIKMJHw4KFG0otd1bk52a6DiuCRViBREAPCwAAAESG7nw4uEPkixLPUb8GQinYJtbmPG2wbRVWGGP2n27EDQBIaLobYWd5pWzZ87Vx1K+ReIJtSm01TxtsW4UVSl83G3EDCIwdFgAAAAif+nqRsvUimxaI7Hi1cW+JlDSRPmZviQJ6S6B59mxy31dCaQihfSX6Xy+y6Sn/Y81yUW7WBwDEhfr6eikq/UoWF+2W17c17veQZvR7yDf6PQzr3pZ+DwmgZPcRmfzMJrn18p6udj9o8ODbJ0Jf81cOSpnnI7XTAohnBBYAAAAIj31bRF66SeSQzR9wGl5sW+555PURmTDP00AbCDasqK10FypoWGGOtwortAyU744LQgsASDgf7T0qty3dIp+UV1me1/Bi5YcHjEev/Gx5uLC/0dQa8R1WVNWcdBUkeAcTOl9Di/d3H7EMK7QMlO+OC0ILwBlKQgEAACD0dq0VeXasfVjhS8fpeJ0HuC3nZIYV3qFCoPJN3mGFXYPt2Ts8R19O1gcAxIX1Ow9J4fwi27DCl47T8ToP8UfLOZlhhXeQEKhkk+8uCp1//VPFlmGFNtjeeNdo4+jLybWAZEdgAQAAgNDvrHhhosiJY+7m6Xidp/MBN02stQyUm1DBSVhh7qDQI6EFACTszorpi0vkeK1XyUoHdLzO0/mIL9qUWstAuQkS7Eo+1dadavKahhTmDgo9EloA7hFYAAAAILQ9K7QMlNuwwqTzXr7Zsw7glJtQwU1YEcz6AIC46VmhZaDchhUmnTd76T+NdRBf3AQJTvpTWIUVwVwLgAeBBQAAAEJHG2w7LQNl5+A2kbINobojJAsnoUIwYUWg9bVht5alAgDEFW2w7bQMlJ2PyyuluPRwyO4JkeMkSLALKzLSUx2FFYGupc27tUQVgMZoug0AAIDQ2bwwdOt0KwjNWkgeZtjgG0ro10WPN22g7TSssFs/I0dk0jJPWSoAQFxZUrw7ZOsM69E2JGshssyAwTeU0K8Xbiht0jRbafDwrS5tGvXB8BdW2F0rOzPdaNqtJaoANMYOCwAAAIRGdYXI9hWhWWv7K571ALfsdkJYhRWDb/SEDk7CCt/1zbCi8+Dm3zMAIKIqq0/I6q2h2R23ausBYz3EJ7vdD3ZhhY4f2KWNETZo6OAkrPC9lhlW6DoAmmKHBQAAAEKjYp9IfXB1oJvQdfQN5qzc0KyH5GK308KbGVIU3O5+h4TOu7CQnRUAEKcOHK2WulOh6T2h65RXVEtOVouQrIfY2WnhzTeY0LBh7e0jXO+Q0DXGD+jEzgrAD3ZYAAAAIDRqg2y0baemeXWlEceC7QnhPU9DhZyO1uP0dTPUCDZ0IKwAgLh1LMhG23aqakK7HiTo3g7BztMgIT830/Kcvm61iyLY0IGwAvCPwAIAAAChkdEqtOtlZod2PcSHPZtE5g483SjbKR2v83S++bVdzwp93e36AICE0SojLaTrZWeGdr1kV7L7iIx68O2G5tdO6Xidp/Pd0rlWZaCUvu72XgAEj8ACAAAAoZHbSSQlRH+wp6bbfzoeiUvDhsXXiNRWeso5OQ0VdJyO13k6f+Ud/stBKTfrAwASSofWWZKWmhKStdJTUyQ/l0/Mh4qGDWZDay3R5DQo0HE6XufpfDehhTnXHzf3AqB5CCwAAAAQGtpvos+40KzVexz9K5KNlnMywwo3oYIZVph0/qanmo6zCsAILQAgKWm/iTH9QlPab0y/DvSvCBEt52SGFW6CAt/AwQwtnJSHsgsrrMpDEVoAkUFgAQAAgNAZNC221kH80J4QI+e4CxV8wwp/DbZn7/Ac3awPAEhYE4d2ial14OntcOvlPV0FBXaBg64TqFeE3VxtsL3xrtHG0c29AAgNAgsAAACETtcCkbymf9y50r6vSNfLQnVHiCfaCNtpqOAmrDAbbLtZHwCQ0IZ1byu98pvXL+v8/BwZ2v2skN0TPM2vnQYF/gIHqybZbue6uRcAoUNgAQAAgNBJSRGZME+kRZANuHXe1U961kFychIqBBNWuFkfAJDwUlJS5OHC/tIyyAbcOu+hwouNdRBaToKCcIcVbu4FQGgRWAAAACC0OvUXuW6J+9BCx+s8nY/k5i9UeKh38GFFoPXfus/TSwMAkBQuOLu1zJ800HVooeN1ns5HePgLCobc+0bQYYX2tXhszU5Xc+3uRddx0icDgDsEFgAAAAi9HqNEpqx0Xh5Ky0DpeJ0H+AsVKvc3fW3wjSIZOc7CCrv1df6kZZ5eGgCApFHQM0+WTh/muDyUloHS8ToP4WUXFJRX1AQVVijta/Hc1MGSnZnuaq7vveh8XSdQnwwA7p3+6QQAAABCSXdKzCgSKdsgsnmByPYVIvV1p8+npov0HudpsK09KyipAF9m6OBvR4UZTlz4fZHF13gadwcKK3zX150VGlZ0HhyCmwYAxBvdKbF61nApLj0si4vLZPXWcqk7Vd9wPj01Rcb062A02NaeFZSBihwzSLDaUeE2rDAN7NLGCBsmP7PJaM7tdK45TndW6HxdB0DoEVgAAAAgfPQP+m4Fnkd1hefT8TVVIpnZIjkdRbJyo32HiHUaKhQ9br2zQv8NmaGDhg0zS9zvkDDCjkJ2VgBAktMQYliPtsajsvqElFdUS1VNnWRnpkl+bpbkZLWI9i0mLQ0KFm4otdxZkZ+b6SqsMGnYsPb2Ea53SOi1xg/oxM4KIIwoCWVhzpw5xn+ozMdbb70VcM5rr70mEyZMkHPOOUcyMzONo36trwMAAMQsDREO7hD5osRz1K/DRcOJvPNFzhnoORJWJL5g+0F4z9NG2FZhhTFuf+NG2cGGDoQVABA0fXN/Z3mlbNnztXHUr+OdhhPntc+R/p3PNI6EFe4F29vBap42t7YKK5S+Hmzz62BDB8IKILzYYeFjy5Yt8vDDDzsef+rUKbnxxhvl6aefbvT63r17jcfLL78s06ZNk/nz50tqKvkQAACIAfX1ImXrRTYtENnxauMyTSlpIn3MMk0FlGlC8PZscl+iSWkAYZZo2rMxcINt87ybawAAmqW+vl6KSr+SxUW75fVtjcsnpRnlk/KN8knDurelfFISKtl9xHW5JaXBg2+5JX3NXzkoZZ4PZqcFgNhDYGERPpw8eVLat28vBw8eDDjn7rvvbggrBgwYIHfeeaf06NFDdu3aJffff7988MEHsnDhQsnLy5N77703At8FAACAH/u2iLx0k8ghmz/8NLzYttzz0IbZE+Z5elEAwYQVtZXuAgUNK8zxi8aJ1NVYl4Hy3XFBaAEAEfPR3qNy29It8kl5leV5DS9WfnjAeGgj64cL+xs9IpBcYUVVzUlXQYJ3MKHzNbR4f/cRy7BCy0D57rggtAASBx/59/KHP/xBNm/eLL1795Ybbrgh4PhPPvlEHnzwQeP5JZdcIu+8845cd911MmjQIOO4YcMG43X1wAMPyKeffhr27wEAAMDWrrUiz461Dyt86Tgdr/MAN+WczLDCO1DwLt0UKKxQVmGFNtievcNz9OXkGgCAZlm/85AUzi+yDSt86Tgdr/OQ+LSckxlWeAcJgUo2+e6i0PnXP1VsGVZog+2Nd402jr6cXAtA7COw+D+ff/65/Nd//ZfxfN68eZKRkRFwzqOPPmrsxlBz586VM844o9H5li1bGq8rHffII4+E5d4BAAAc7ax4YaLIiWPu5ul4nafzAaf9ILQMlJtAwTessKIhhbmDQo+EFgAQ8Z0V0xeXyPFar1KSDuh4nafzkdi0t4OWgXITJNiVfKqtO9XkNQ0pzB0UeiS0ABITgcX/+elPfypVVVUyefJkGTFihKN6jcuXLzee646MoUOHWo7T188//3zjuY7XeQAAABGlv39oGSi3YYVJ5718s2cdwAk3gYLbsCKYawAAmkXfy9AyUG7DCpPOm730n7wnkgTcBAlO+lNYhRXBXAtA/CCwEJGlS5fKihUr5Kyzzmoo8RTIZ599Jvv27TOeBwo4zPPahLusrCwEdwwAAOCCNth2WgbKzsFtImUbQnVHSAZOAoVgw4pA19Cm3VqaCgAQEtpg22kZKDsfl1dKcenhkN0TYpeTIMEurMhIT3UUVgS6ljbv1hJVAOJP0gcWX3/9tdx6663G8/vuu0/atWvnaN62bdsanusOC3+8z2/f3sw3CwAAANzavDC21kHy8BdaPNTbOqxIy3QWVthdIyNHZNIyT2kqAEBILCneHVPrIL5DiyH3vmHbn+L5nwyV7Mz0Rq8FaqTtey2dr027tUQVgPhz+n8BktSdd94pBw4ckEsvvdRRo23TF1980fD8nHPO8Tu2c+fODc/37Nnj6v68r2Nl//79Dc9ramrkm2++cbU+gPhUXV1t+RxAYgvqZ7+mUuTTd0RatGn+DXy6QeTrgyKZOc1fC8ljwDSRujSRdfc3fl3/Dfv+uxx+p0inASJ/+4nIsBkiA6aIOPn91rxG0RMi1y4QaXehs3lxgv/uA8knln7uq2pOSPHOA9I6o/nlnIp27pdDX1dIdmaLkNwbYtvEQR0l9dQJ+cPanY1e13/TrX1ax94yqqf8cFBH4/nTEy+Wn7+4RW64rJvxmpP3usxrPb3hM3nkBxdL3/ZZcfkeWSz97AOBhOtnLKU+iQsIrl+/3ijXlJaWJh988IFccMEFDefuuece+fWvf208f/PNN2XkyJGN5j7wwANG2KFee+01+e53v2t7HT0/duxY47mWnJo9e7bje0xJSXE8duHChY53iAAAAAAAAAAAEIwvv/xSpk2b1vAh/UAf6ncqaUtC1dbWyo033mg0fPr5z3/eKKxwwjvlzMjwiYV9ZGae3tYej+kuAAAAAAAAAADhlrQloe69917ZsWOHnHvuufKrX/3K9fysrKxG4Yc/WqrJdMYZZ7i6TqASUloSavDgwcbzIUOGSI8ePVytDyA+aWi6bt064/nw4cMb/W8SgMQV1M/+l5+K/PF7obuJyStE2vL7RtKpOiSSnde8ee8927QslG85qEumBH+PCYz/7gPJJ5Z+7j87VCXXL9wYsvVe+MkQ6douO2TrIby+rKqRdtmZzZr3542fNykL1aQc1JBzm3WfiSKWfvaB5rYyCFZSBhYaVPzP//yP8Xzu3LnSqlUr12vk5Jyu3VxVVeV37LFjxxqeZ2e7+4+ym600upPDbSACIP7pLzD87APJx/HPfl4XkZMVIvV1zb9oarpIu3NFsvjfnKSyZ5PI4mtERs4J3ADb27tzRd66z9MAe89GkTUWDba9rfmlSFqdu2skIf67DySfaP/cd26fLlUnU6XuVPMriqenpsg5eWfKGVn0sIgHJbuPyORnNsmtl/cM2Pja24J1pfLYmp1G4+v3dx+R36/6VIue247/7apP5VRqC1fXSAbR/tkHAgnXv8+kDCweeeQRY1dE9+7d5fjx4/LCCy80GfPRRx81PF+7dq3RmFt973vfMwIO7yAhUJrkvUvCuwE3AABA2GXlivQZJ7JtefPX6j3Osx6SL6yorRR5/f8CByeBgoYV5vhF40TqTu84bpDTUaRyf+PX3FwDABAROVktZEy/fFn5oed9keYY06+DsR7iJ6yoqjkpv1+53XjNSaCgYYU5/vqniqW27lSTMfm5mVJe0fh3AzfXAJDYkjKwMEs0lZaWyvXXXx9w/G9/+9uG55999pkRWPTt27fRjg1/vM/36dMnyLsGAAAI0qBpoQksdB0kj8ry02GFm0DBO6xQVmHFFb/zrOE71uk1AAARNXFol5AEFroOYt/ByuqGsMJNoOAdViirsOLusX2MNXzHOr0GgMSXtE23m6tbt27SqVMn4/nbb7/td6xZe+7ss8+Wrl27RuT+AAAAGnQtEMlr5ocm2vcV6XpZqO4I8SAn31MGypcGCho0WLEKIOzCCqVH/drNNQAAETese1vpld+8vhPn5+fI0O5nheyeED7tc7KMMlC+NFDQoMGKVQBhF1YoPerXbq4BIDkkZWCxaNEiqa+v9/vwbsT95ptvNrxuBg4pKSkyfvz4hh0UxcXFltfS180dFjpe5wEAAESU/v4xYZ5IC/d9uww67+onPesgubgJFNyGFcFcAwAQFfpexsOF/aVlRlpQ83XeQ4UX855IHHETKLgNK4K5BoDkkZSBRajMmjVL0tI8/7GeOXOmfPPNN43O69f6ukpPTzfGAwAAREWn/iLXLXEfWuh4nafzkZycBArBhhWBrqFNu7U0FQAg6i44u7XMnzTQdWih43Wezkd8cRIoBBtWBLqGNu3W0lQAkg+BRTP06tVL7rjjDuP5e++9J5deeqm8+OKLxnM96tf6XOm4nj2bbqcDAACImB6jRKasdF4eSstA6Xidh+TmL7R4qLd1WJGW6SyssLtGRo7IpGWe0lQAgJhQ0DNPlk4f5rg8lJaB0vE6D4kXWgy59w3LsCIjPdVRWGF3jezMdHlu6mCjNBWA5JOUTbdD6fe//70cPHhQnnnmGfnggw/kuuuuazLmhhtukN/9zuIPPAAAgEjTnRIzikTKNohsXiCyfYVIfd3p86npIr3HeRpsa88KSjfAZAYOvuFE5f6mYzV46DzE07Rb+2A4baBtjtOdFRpWdB7c3LsGAISY7pRYPWu4FJcelsXFZbJ6a7nUnapvOJ+emiJj+nUwGmxrzwrKQMU/M3DwDSfKK2qajNXg4Vtd2hhNu7UPhtMG2uY43VmhYcXALm1Ccu8A4g+BRTOlpqbK008/Lddee6089dRTsnnzZvnyyy+lXbt2MmjQIJk+fbpceeWV0b5NAACA0/SNg24Fnkd1hecN55oqkcxskZyOIlm50b5DxFto4c17N8XMEvc7JHTuhYXsrACAGKYhxLAebY1HZfUJKa+olqqaOsnOTJP83CzJyWoR7VtEhEILb967KdbePsL1DgmdO35AJ3ZWAEmOwMLGPffcYzycGjt2rPEAAACIKxpOEFDAbaBQ9Lj1zgoNvLx3UwQbOhBWAEDc0HCCgCI5aKCwcEOp5c6K/NzMRrspgg0dCCsA0MMCAAAg1uiuh4M7RL4o8Rz1ayAUgm1g7T1PG2xbhRXGuP2nG3EDAJrQ3Qg7yytly56vjaN+DYRbsM2rfedpg22rsELp62YjbgBoDnZYAAAAxIL6epGy9SKbFojseLVxX4mUNJE+40QunhrNO0S827PJfU8JpQGE2VNiz0b/5aCUed7NNQAggdXX10tR6VeyuGi3vL6tcb+HNKPfQ77R72FY97b0e0DIlew+4rqfhNLwwbufhH7trxyUMs+7uQ4AxEVgUVNTI19//bXk5eUZPSIAAAAS2r4tIi/dJHLI5o9ADS+2LRfZuU7kgscifXdIpLCittJdoKBhhTl+0TiRuhrrMlC+Oy4ILQDA8NHeo3Lb0i3ySXmV5XkNL1Z+eMB49MrPlocL+xtNrYFQhhVVNSddhQne4YTOv/ZbZ8tzRbsty0D57rggtADQXBFNA6qqqmTlypXGQ5/70mbV2rw6NzdXOnXqJG3atJHZs2cbAQYAAEBC2rVW5Nmx9mGFnd3vhOuOkGi0nJMZVngHCoFKN3mHFcoqrNAG27N3eI6+nFwDABLY+p2HpHB+kW1Y4UvH6XidBzSXlnMywwrvMCFQ2SbfnRQ63yqs0AbbG+8abRx9ObkOAMREYPG3v/1Nxo0bJzfddJO0bNmy0blTp07JlVdeKS+//LKcOHHC2DJZWVkpjz76qPzwhz+M5G0CAABEbmfFCxNFThxzP3f5LZ75gJMG1loGyk2g4BtWWNGQwtxBoUdCCwBotLNi+uISOV7rVeLRAR2v8z4+QP8qNI82r9YyUG7CBCdln5SGFOYOCj0SWgCI28Bi9erVxnHChAlNSj29+OKLUlJSYjz/1re+JT//+c+NowYXGmKsWrUqkrcKAAAQ/p4VWgYqmLBCnTwu8vLNnnWAQNwECm7DimCuAQAJTN/H0DJQbsMKk877zSsud14CFtyECcGEFcFcBwBiKrD46KOPjAZS3/72t5uc++Mf/2gcBw4cKMXFxfLQQw9JUVGRDB482Hj9ueeei+StAgAAhJc22HZbBsrXwW0iZRtCdUdIdE4ChWDDikDX0KbdWpoKAJKANth2WgbKzq4vmzcfcBMmNCesCHQdbdyt5akAICYDi4MHDxrHbt26NXpdS0CtW7fOCDN++tOfSnq6pxd4ixYtjPJR+umETZs2RfJWAQAAwmvzwthaB8nBX2jxUG/rsCIt01lYYXeNjByRScs8pakAIAksKW5a7x+I1dBiyL1vWIYVk4d1kexMz/tzgcIKu+vo/OemDjbKUwFATAYWhw8fNo4ZGRmNXt+8ebN88803xvPvfve7jc716tXLOB44cCBi9wkAABBW1RUi21eEZq3tr3jWA5obWlTub/qajvvxCk/o4CSs8L2GGVZ09uyaBoBEV1l9QlZvZUcZ4ie0KK+oafKajvv1+AuMsEFDBydhhe91zLBiYJc2Ibl/AMnjdFQaAdpoWxtpmzstTLq7Qp133nmSn9/4k1dnnHFGJG8RAAAg/Cr2idQHV9e6CV1H32jOyg3NekgOZvDgr/yTd0Axs8T9Dgmde2EhOysAJJUDR6ul7hT9pRCbzNDBX/kn73BCw4a1t49wvUNC548f0ImdFQBif4dFjx49jONbb73V6PWXXnrJKAc1fPjwJnMOHTpkHNu3bx+huwQAAAiz2iAbbdupoc510gm2H4T3PA0Ucjpaj9PXvXdTBBs6EFYASDLHgmy0HSr0CoCTMCE/16vcoxd93XcnRbChA2EFgLgILL7zne8Y/SieeOIJee2116Sqqkrmzp1rlIRS3/ve95rM+de//mUcO3XqFMlbBQAACJ+MVqFdLzM7tOshtu3ZJDJ34OlG2U7peJ2n882vrcpAKX3d7foAAGmVkRa1a2vj5FEPvi0lu49E7R4Q+/TfiVUZKKWvm424ASApAotbb71VcnNzjbJQ48aNk9atW8usWbOMc3369LEMLF599VVj98WAAQMieasAAADhk9tJJCVEb2ikptt/Sh6JR8OGxdeI1FZ6yjk5DRV0nI7XeTp/5R3+y0EpN+sDAAwdWmdJWmpKxK+rbzJrmZ+qmpMy+ZlNhBbw++/EHz1PaAEgaQKLjh07yiuvvCIdOnQwdlqYj+7du8tf//pXI5jwtmvXLlm/fr3xfPTo0ZG8VQAAgPDRfhN9xoVmrd7j6F+RLLSckxlWuAkVzLDCpPM3PdV0nFXwRWgBAK7kZLWQMf1CWw7vzxs/d/UmtBlaUB4KTsIKq/JQhBYAkiawUAUFBfLZZ5/JmjVr5E9/+pOsXbtWduzYIb17924ydv/+/fJf//Vf8t///d9yxRVXRPpWAQAAwmfQtNhaB7FP+0GMnOMuVPANK/w12J69w3N0sz4AoImJQ7uEdL0/rN1p++ax3ZvQt17ekx4CCPjvRBtsb7xrtHH0RWgBIFrSo3HRjIwM+bd/+7eA4y677DLjAQAAkHC6Fojk9RE55H9bvl/t+4p05XelpGI2wvYNIcyvvRtluwkrzHlu1gcAWBrWva30ys+WT8qrQram+Wazd0Nkf29C+zZORvJy8u/EPPqOs/p3BwAJt8MCAAAAIqKlMCfME2kRZAPu9JYiVz/pWQfJRUODQDshggkr3KwPALCl5a4fLuwvLYNswK3zrruks99PvBNWwAk3/070a3ZaAEjaHRbePSqKiorkwIEDcvz4cZkxY4a0a9cumrcEAAAQOZ36i1y3ROSFiSInjrmbO/4PnvlITv52QhQ9LlK5P7iwItD6b90ncmGhpzwVAMDWBWe3lvmTBsr0xSVyvLbO8TwNK3TeJedky+uvl1m+ebxwQ6mUV9Q0OUdYAW/aw+SxNTtd/Tux22mh64wf0IkyYwASd4fF+++/L8OHD5devXrJ5MmTZc6cOfLrX/9aDh482Gjc448/Lu3bt5eePXvKiRMnonGrAAAA4dVjlMiUlZ7yUG50uTRcd4R4YbcTwiqsGHyjSEaOs7DCbn2dP2kZYQUAOFTQM0+WTh9mlIdy4vz8HGO8zvOHsAJOaLjw3NTBkp2Z7urfie9OC52v6xBWAEjYwGLFihVy6aWXyjvvvCP19fUNDys/+tGP5JtvvpHS0lJjHgAAQELSnRIzikQmrxDpO14kxaeERGq6SN+rRf79uWjdIeIttPCm58c+4AkbNHRwElb4rm+GFZ0Hh+S2ASCZdlqsnjVcnv/JUBl7YQdJS21cyjE9NUX+34UdjfOrZhUY433dMqqn32sQVsDOwC5tGkILN/9OzNDCDCt0HQBIyJJQ+/fvl+uvv15qamqkX79+8uCDDxpNtXNyvD7t5UVfv+qqq+SFF16Q1157TSZMmBDJ2wUAAIgc7UXRrcDzqK7wfEq+pkokM1skp6NIVq7IN9+I7Hg92neKWKOhgl0ZKP23Y4YTGjbMLHG/Q0LnUwYKAJrV02JYj7bGo7L6hJRXVEtVTZ1kZ6ZJfm6W5GS18Dv/h0POlafe3WO5syI/N5OwAn5p2LD29hGud0jovyvKQAFI+MDikUcekWPHjkmXLl1k/fr1cuaZZwacM3LkSHn++eelpKQkIvcIAABgS4OEin0itcdEMlqJ5HbyBAmhpmuGY13Ensry4IIA73naCNuuZ4W+rufN0CLY0IGwAkAU6Jv7B45Wy7HaOmmVkSYdWgd+cz/aPQMCvbmr9+/7PQSa9+eNn1uGFUpf14bIhBbwJ9jQgbACQMIHFqtWrTI+WTB79mxHYYXq3bu3cfzss8/CfHcAAAAWtHRl2XqRTQtEdrwqUu/VOFNLN/UZJzJomkjXAs8uCcCpPZtEFl8jMnKO8xJNSgMIbX6tJZr2bGzaGNuXed7NNQAgSrRkdFHpV7K4aLe8vq1c6k6dLiGt5ZTG9MuXiUO7yLDubY33F2JFye4jMvmZTXLr5T1dhQcaNmhDY39ld/6wVhsn23+vZoNkQgsAQCKIaGCxe/du4zh4sPPat7m5nk8XVlVVhe2+AAAALO3bIvLSTSKHPG8ENKHhxbblnoc2zZ4wz9OPAnAaVtRWugsUNKwwxy8aJ1JXY10GynfHBaEFgDjw0d6jctvSLfJJufXf/xperPzwgPHQRtYPF/a37PkQrbCiquakq/BAwwpzvM532itAy0D57rggtAAAJIqINt0+efKkcTx16pTjOUePHjWO2dnZYbsvAACAJnatFXl2rH1Y4UvH6XidBwQq52SGFd6BgoYRTsMKZRVWaIPs2TusG3E7uQYARMn6nYekcH6RbVjhS8fpeJ0XTVrOyQwrvMMDDSOchhVK5+s6up5ZBsqKNkLeeNdo4+jLyXUBAIh1EQ0sOnToYBxLS53/B3TTpk3G8dxzzw3bfQEAADTZWfHCRJETx9zN0/E6T+cD/vpBaBkoN4GCb1hhRUMKcweFHgktAMTRzorpi0vkeK1X2UUHdLzO0/nRojX+tQyUm/DAN6ww6Tq6np73lIFqTEMKcweFHgktAACJKKKBRUFBgVGP8i9/+Yuj8bW1tTJ//nyjLqU23wYAAIhIzwotA+U2rDDpvJdv9qwD2HETKLgNK4K5BgBEib5HoGWg3IYVJp03e+k/jXWixU14YBdWmGFEoPPBXhcAgHgR0cDixz/+sXH8+9//Lv/4xz8ChhU/+tGPZNeuXUZg8ZOf/CRCdwkAAJKaNth2WgbKzsFtImUbQnVHSFROAoVgw4pA19Cm3VqaCgCiTBtsOy0DZefj8kopLj0s0eQkPAgURmg5KG3A7euWUfaNvO2uq+uY5aUAAIgnEQ0sdJfED37wA+OTD9/73vdkzpw5DSWfVFlZmbz77rvywAMPSL9+/YydGBpW3HTTTcbXAAAAYbd5YWytg+QNLR7qbR1WpGU6CyvsrpGRIzJpmac0FQBE2ZLi3TG1TrhCiyH3vhFw54SWg9LG29mZ6Y3G/HDIua6uq/N1HV0PAIB40/i/ghGwaNEiqayslJUrV8qDDz5oPDSUUBpimMztnNdcc4089thjkb5NAACQjKorRLavCM1a21/xrJeVG5r1kLjMwME3nKjc33SsBg+dh3iadmsfjEBhhe81dGeFhhWdBzf3rgGg2SqrT8jqraHZ7bVq6wFjvZysFhJNZvjgG06UV9Q4KvM0sEsbI2yYuXijiDgvk2WuozsrdL6uAwBAPIroDguVmZkpK1asMHpTdO/e3QgmrB7nnHOOPPHEE/LXv/5V0tLSIn2bAAAgGVXsE6kProZ2E7qO1RvOgJudFt7M3RQaNswscR5WeF9D5xFWAIgRB45WS92p0PSe0HXKK2KjBJLdTotAYYVJw4YXpw8N6rprbx9BWAEAiGsR32Fh0p4U+ti2bZu89957cvDgQamrq5O2bdvKgAED5Fvf+lbDzgsAAICIqA2y0badmubV5EaS0UCh6HHroCunY+OAIthyTpSBAhBDjgXZaNtOVU1o12sODQ8Wbii13FmRn5tpG1aY2mV7lf9zgTJQAIB4F9HA4je/+Y1xHDJkiIwZM8Z43rdvX+MBAAAQdRmtQrteZnZo10Ps0gbWwYQB3vO0wbbdrhx9Xc+73VUBADGsVUZoqylkZwa/njaoDubNfrt52mDbKqxQ+rqeDxRaAACQjCJaEuqee+6RX//611JTY/0fbQAAgKjK7SSSEqI3T1LTPZ+KR+Lbs0lk7kBPoOCGjtd5Ol+fWzXY9qbn3V4DAGJYh9ZZkpYamsoK6akpkp8b3O6Ckt1HZNSDbxshghs6XufpfN/XrRpse9Pzbq8HAEAyiGhgoeWe1LnnnhvJywIAADijDbL7jAvNWr3H0XA7GWjYoA2wayvdBQpmQKHzFo2zDiusAi9CCwAJRBtkj+kXmlJ1Y/p1CKrhtoYNk5/ZJFU1J12FCGYoofN0vhla2IUVWgbKF6EFAABRDizOO+8843jgwIFIXhYAAMC5QdNiax3ELi3nZIYVbgIF390UdTXWDbZn77BuxE1oASCBTBzaJWrraDknM6xwEyL4hhJmaPHIPz62DCu0wfbGu0ZbNuImtAAAIIqBxQ9+8AOpr6+XpUuXRvKyAAAAznUtEMlr+oaCK+37inS9LFR3hFilvSdGznEXKDgp/aQhhdmrQo+EFgAS2LDubaVXfvN6Pp2fnyNDu5/lep72nrj18p6uQgS7HRRDup0lj635tMnrGlKYvSr0SGgBAEAMBRYzZsyQiy++WP74xz/KokWLInlpAAAAZ1JSRCbME2kRZANunXf1k551kPjcBApuw4pgrgEAcSYlJUUeLuwvLYNswK3zHiq82FgnGG5CBLuw4vLe7WXNjoN+w4pgrgcAQDKKaGChpaAWLlwoF1xwgdxwww1yxRVXGMHF+++/L5999pl8/vnnfh8AAAAR0am/yHVL3IcWOl7n6XwkDyeBQrBhRaBrvHWfpzQVAMSxC85uLfMnDXQdWuh4nafzm8NJiGAXVugOjY2fHXYUVgS63mNrdhplqgAASGbpkbxY165dGz71oKWh1qxZYzyc0HknT56uKwkAABBWPUaJTFkp8tJNIoeavkFhWQZKd1YQViQnM2jwDSX066LHRSr3N52Tlnm6f4W/sMLuGhk5IpOWeUpTAUCcK+iZJ0unD5Pblm6RT8qrHJWB0p0VzQ0rTGa44BtK6NcLN5RKeUWNbSgxvFdeo14Y/sIKu+tlZ6bLc1MHG2WqAABIZhENLMygwuo5AABAzNHwYUaRSNkGkc0LRLavEKmvO30+NV2k9zhPg23tWUEZqORmF1pYhRUaUHQe4mnarX0wAoUVvtfQnRUaVnQe3Ny7BoCYoeHD6lnDpbj0sCwuLpPVW8ul7tTp9w3SU1NkTL8ORoNt7VkRbBkot6GFv7BCDezSxggbNLTQHReBwgrf6+nOCp2v6wAAkOwiGlg8++yzkbwcAABA8+mbId0KPI/qCs+bzzVVIpnZIjkdRbJyo32HiIfQwpv3boqZJe53SOjcCwvZWQEgIWkIMaxHW+NRWX1CyiuqpaqmTrIz0yQ/N0tyslqE9fp2oYU3qx0UGjasvX2E6x0Sus74AZ3YWQEAQDQCi8mTJ0fycgAAIBloiFCxT6T2mEhGK5HcTuELEXRdAorEpv0gggkCvOdpoGBXBkpDLu/dFMGGDoQVAHzom/sHjlbLsdo6aZWRJh1ah+/Nfe2zEMwb7G7n6f2HO6CwCxHsykDl52ba7qAINnQgrAAAIIoloQAAAJpNy0qWrRfZtEBkx6uNyzSlpIn0Mcs0FVCmCc7t2eS+RJPZUNu7RJN+bRVWKH1dz7tZHwBsaJnlotKvZHHRbnl9W+PySWlG+aR8o3zSsO5tQ1Y+qWT3Edelj8ym1fFS+kjv1SqsUPq6nnfzvQMAAOcILAAAQHzZt8V/I2wNL7Yt9zzy+ohMmEcjbDgPK2orT5dzchIqaPhgjtf5/a8X2fSU/zlu1gcAGx/tPeq3QbWGFys/PGA8euVny8OF/ZvdoNoMK7S5tFkyyckb9/oGvzle58dyaOF9r3bcfO8AAMCdVJfjAQAAomfXWpFnx9qHFb50nI7XeYC/ck5mWOEdKmgY4TSsUDrfKqzQMlC+nKwPADbW7zwkhfOLbMMKXzpOx+u8YGk5JzOs8H7jXt/gdxMA6HxdR9eLl7BCy0D5cvK9AwCAGN9hMXXq1KDn6vbVp59+OqT3AwAA4mxnxQsTRU4cczdPx+u8KSvZaQH7fhBaBsq3Uba/nRC+YUWgBttW49lpASDInRXTF5fI8VqvcogO6Hidt3T6sKB2WmifBS0D5fuGvr/dBnYBgK4Ta30b7O7VbLBtdZ6dFgAAxHlgsWjRoqDqZmpdTgILAACSvGeFloFyG1aYdN7LN4vc/C49LWDNDA2chApuwwq36wOAn7+NtQyU27DCpPNmL/2nrJpVENTf5uYb807euA8UAMQSJ/fq5nsHAABxElice+65AX8pOnbsmHz11VcNIUW7du2kZcuWEbtHAAAQg7TBttMyUHYObhMp2yDSrSBUd4VE4yRUCCascLM+APihDbadloGy83F5pRSXHpZhPdoGNd/JG/eJFlaYCC0AAEiwwKKsrMzRuCNHjsjzzz8v//3f/y1nnnmm/P3vf5fzzz8/7PcHAABi1OaFoVuHwAL++AsVih4XqdwfXFgRaP237hO5sNBTngoAbCwp3h2ydYINLAK9cb9wQ6mUV9TERVihfTQeW7PT1b3afe+6zvgBnWKu1BUAAPEmJptut2nTRmbMmCHvvPOOHDx4UK688kojxAAAAEmoukJk+4rQrLX9Fc96gD8aKmjo4MsqrBh8o0hGjrOwwm59nT9pGWEFAL8qq0/I6q3lIVlr1dYDxnrNoW/c6xv7vuIlrFAaLjw3dbBkZ6a7ulff713n6zqEFQAAJGhgYdJdFbfccouxM+Ohhx6K9u0AAIBoqNgnUh9cre4mdB0nn5AH7EILb3p+7AOesEFDBydhhe/6ZljReXBIbhtA4jpwtFrqTtWHZC1dp7yiutnr2IUW8RBWmAZ2adMQWri5V/N7N8MKXQcAACR4YKFGjx5tHJctWxbtWwEAANFQG2SjbTs1zav9jSSioUJOR+tz+roZTmjYMLPEfQ8KHa/zCCsAOHAsyEbbdqpqQrOevnGfn5tpeU5fj+WwwqRhw9rbR7i+Vx2v8wgrAABIosAiOzvbOH7++efRvhUAABANGa1Cu16m53cLJLjK8ubP0wbbdjty9HU9bwq2nBNloAA41CojLaTr1Z6sC7rvg2/TaqsyUEpf1/PxINhyTpSBAgAgtGI+sPjggw+MY4sWLaJ9KwAAIBpyO4mkhOhNmtR0+0/MI3Hs2SQyd2DjQMEJHa/zdL4+922M7UvPu70GAASpQ+ssSUtNCclaaSkiU57d7DpM0PGjHnxbSnYfafjat/m0Lz0fL6EFAACIvtOdpWLQZ599Jvfcc4+kpKRI//79o307AAAgGrJyRfqME9m2vPlr9R7nWQ+JS8OGxdeI1FaeDhyclGryDigWjROps/i0sIZdvjsu3FwDAJohJ6uFjOmXLys/PNDstfRvbC0xZYYNTkoheYcTk5/ZJNd+62x5rmi3ZRko3x0Xbq4DAACSW0QDiz/+8Y8Bx5w6dUqOHDki7733nixfvlyOHz9u/DJ10003ReQeAQBADBo0LTSBha6DxKXlnMywwk2g4LubwiqsMBtqW+28ILQAECETh3YJSWBx0qt5t5MwwXcnRVXNScuwwmxabbXzgtACAADEXGDx4x//2AgfnKqv9/wSdcstt8gPfvCDMN4ZAACIaV0LRPL6iBzyX3bCr/Z9RbpeFsq7QqzRfhAj57gLFJyUfjLDCu81CC0ARMGw7m2lV362fFJeFfQaedmZcqjK+Q4IJ2WfvMMK73UILQAAQMz3sNAQwsmjdevWctVVV8mqVavkkUceifRtAgCAWKIfeJgwT6RFkA24dd7VT3rWQWLTwEADBif9JtyGFcFcAwBCSD8A+HBhf2kZZANunffslEFGuOCk10QwYYVJv3Z6HQAAgKjssNCeFIGkpqZKTk6OnHnmmRG5JwAAECc69Re5bonICxNFThxzF1boPJ2P5OBkF0SwYUWga7x1n8iFhZ7dHgAQBhec3VrmTxoo0xeXyPHaOldhhc7T+foItAOiOWGFyW6nxWNrdsr4AZ2kfU6W4/sHAADJIaKBRZcuXSJ5OQAAkGh6jBKZslLkpZuclYfSMlC6s4KwIvn4Cy2KHm/aPFulZZ7uX+EvrLC7RkaOyKRlhBUAwq6gZ54snT5Mblu6xVF5qPPzc+ShwosbgopAZZsWbiht0jhbTR7WRf72/l6jh0WgsMLuOtmZ6fLc1MGEFQAAIPqBBQAAQLNp+DCjSKRsg8jmBSLbV4jUe33CNDVdpPc4T4Nt7VlBGajkZRdaWIUVGlB0HuJp2q19MJz2ojDH6c4KDSs6D27uXQOAIxo+rJ41XIpLD8vi4jJZvbVc6ryaaaenpsiYfh2MRt1Du59l2U/SLrSwCivMcOKq/mfL5Gc2ya2X93Tci8IcpzsrNKwY2KWN6+8XAAAkh4gGFt26dTNKPq1evVrOO+88R3M+//xzGTlypPHL1a5du8J+jwAAIA7omy7dCjyP6grPG9A1VSKZ2SI5HUWycqN9h4j10MKb926KmSXud0joXMpAAYgC/Tt5WI+2xqOy+oSUV1RLVU2dZGemSX5uluRktQi4hl1o4c17J4WGDWtvH+F6h4TOpwwUAACIqcBi9+7dxi9UtbW1juecOHFCysrKLD8NAgAAYIQTBBQIFCjYlYHSgMt7N0WwoQNhBYAo03DCSUBhFybYlYHKz81sspMi2NCBsAIAAASSGnAEAABAMHTnw8EdIl+UeI76NeBWZXnz52mDbauwwhi333MeQNLQnQg7yytly56vjaN+HU4HK6sjOi8Y2mDbKqxQ+rqeBwAAiISY72Fx9OhR49iyZcto3woAAAikvl6kbL3IpgUiO15t3FsiJU2kj9lbooDeEghszyb3PSWUBhBmT4k9G/2Xg1LmeTfXABBX6uvrpaj0K1lctFte39a410Oa0esh3+j1MKx725Du7i/ZfcR1vwelAUGk+j3otfyVg1LmeTffAwAAQEIGFkuWLDGOXbp0ifatAAAAf/ZtEXnpJpFDNm96aHixbbnnkddHZMI8TwNtwF9YUVvpLlDQsMIcv2icSF2NdRko3x0XhBZAwvpo71G5bekW+aS8yvK8hhcrPzxgPHrlZ8vDhf2NhtahCiuqak66esPfO0DQ+eEMLezCCi0D5bvjgtACAADEfWAxatQoy9enTJkirVq18ju3pqZGSktL5eDBg8YnXK644oow3SUAAGi2XWtFXpgocuKYs/Eaajw7VuS6JSI9rH9fQBLTck5mWOEmUPAOK5RVWGE22PYd6/QaAOLK+p2HZPriEjle67Xjzw8NNQrnF8n8SQOloGde0NfVck5mWOHmDX/fAEHn6zrBNLkONqwwG2xbnSe0AAAAcR1YvPXWW0bYoNtvTfp88+bNrtbp3r27/PKXvwzDHQIAgJDsrHATVph0vM6bspKdFmjawFrLQLkJFKwCCLuwwnsNQgsgoXdWuAkrTDpe5y2dPizonRYaLmgZKDdv+NsFCLpOpMMK73sktAAAAAkTWAwfPrxR/c+3337b+HrgwIF+d1jomKysLOnYsaN8+9vfluuuuy7gjgwAABAF+qEELQPlNqww6byXbxa5+V16WqAxN4GC27AimGsAiCv6QTktA+U2rDDpvNlL/ymrZhUE3dPCzRv+TgKEUHFzLUILAACQcDssvKWmphrHRYsWSd++fcN5aQAAEAnaYNuuZ4VTB7eJlG0Q6VYQqrtConASKAQbVgS6hjbtvrDQs9sDQNzRBtt2PSuc+ri8UopLD8uwHm2DXsPJG/6RDCu0VJU283ZzLbvvQdcZP6BTyHd/AACA5BbRpts/+tGPjE+ntGkTnoZhAAAgwjYvDN06BBZwG1oUPd60ebZKyzzdv8JfWGF3jYwckUnLCCuAOLakeHfI1mlOYBEotFi4obRJc+twhRVKwwVt4u3dX8PJtXy/h+zMdGMdwgoAABDXgYXurAAAAAmiukJk+4rQrLX9Fc96WbmhWQ/JEVpYhRUaUHQe4mnarX0wnJZ1MsfpzgoNKzoPbu5dA4iSyuoTsnpreUjWWrX1gLFeTlaLsIQWkQwrTAO7tGkILbQ/htNrmeN0Z4XO13UAAADiOrAAAAAJpGKfSH1wtcGb0HX0zWcCC7gNLbx576aYWeJ+h4TOpQwUEPcOHK2WulP1IVlL1ymvqG52YOEvtIhkWGHSsGHt7SNc75DQe6MMFAAACCdPU4kI+fDDD6V79+7Ss2dP2bt3b8DxOua8886THj16yCeffBKRewQAAA7VBtlo205N82qNIwlooJDT0fqcvu69myLY0IGwAoh7x4JstG2nqiZ06+kb/vm5mZbn9PVINrEONnQgrAAAAAkTWCxZskTKysqMEOLss88OOF7H9OrVy5ijcwEAQAzJaBXa9TKzQ7seYkdleWjmaYNtqzJQxtj9nvMAkl6rjLSQrpedmea4oXUg2mDbqgyU0tf1PAAAQDKLaGDx9ttvG023r7rqKsdzxo8fL/X19bJmzZqw3hsAAHApt5NISojeFEpNt//kPOLbnk0icwe6DxN0vM7T+ebX/spBKT1PaAEkvQ6tsyQtNSUka6Wnpkh+buAdBRo0jHrwbSnZfcTvGH/loJSeJ7QAAADJLKKBhVnW6aKLLnI854ILLjCOH3/8cdjuCwAABEH7TfQZF5q1eo+jf0Ui0rBBm1/XVroLE8xwQufp/JV3WIcVViEXoQWQ9LTfxJh+oSnvNqZfh4D9K8wgoqrmpNHI2iq0sAsrrMpDEVoAAIBkFtHAoqrKU5s6O9t5yQdzbEVFRdjuCwAABGnQtNhaB7FDyzmZYYWbMMF3J4XO3/SUdYPt2Ts8R1+EFkDSmzi0S0jWObOls7DCZIYW3uWh7MIKbbC98a7RxtEXoQUAAEhWEQ0s2rRpYxwPHDjgeI45NicnJ2z3BQAAgtS1QCSv6RstrrTvK9L1slDdEWKFNq8eOcddmOCk7JPSkMJssK1HQgsAPoZ1byu98pvfG+lPGz+3DQ7sgohbL+/Z0JjaX1hhNtjWI6EFAABAFAKLnj17GsdVq1Y5nvPaa68Zxx49eoTtvgAAQJBSUkQmzBNpEWQDbp139ZOedZB43IQJwYQVwVwHQFLQ3okPF/aXliFowG0VHDgJIpyMMRFaAAAARCGwGDNmjNFA+6mnnpLt2/03G1Nbt26VBQsWGL9sfve7343IPQIAAJc69Re5bon70ELH6zydj8TlJExoTlgR6Dpv3ecpTwUg6VxwdmuZP2mg69CiRVqK3+DASRChJaEeW7PT7xhfdqGFruNdYgoAACCRRTSwuPnmm6VVq1ZSXV0to0aNkhUrVtiO/fvf/y6jR4+Wb775Rs444wz56U9/GslbBQAAbvQYJTJlpfPyUFoGSsfrPCR3aPFQb+uwYvCNIhk5zsIKu+vo/EnLPOWpACSlgp55snT6MMfloc7Pz5GXZlxqu9thyL1vONo1oSWhnps6WLIz023HOAktdL6uY5aYAgAASHSnf3uKgHbt2sm8efNk0qRJcvDgQRk/frx0795dLrvsMunYsaMxZv/+/bJ+/Xr57LPPjN0YurviySeflPx8/tAEACCm6U6JGUUiZRtENi8Q2b5CpL7u9PnUdJHe4zwNtrVnBWWgkosZNviGE5X7m441w4kLv+9p3K29MAKFFb7X0Z0VGlZ0HtzcOweQADstVs8aLsWlh2VxcZms3loudafqG86np6bImH4djEbdQ7ufZfwNqnOUbzhRXlHTZH27IGJglzZG2KBNuLWvRaCwwmSO050VOl/XAQAASBYRDSzUf/zHf8ipU6eM3RbHjx+XXbt2SWlp45qcGlQo3Y2hYcXEiRMjfZsAACAYGkJ0K/A8qis8b0bXVIlkZovkdBTJyo32HSIWQwtv3jspNGyYWeJ+h4QRdhSyswJAAw0hhvVoazwqq09IeUW1VNXUSXZmmuTnZklOVgvb4MBqR4XTXRMaNqy9fYTrHRK65vgBndhZAQAAkk5ES0KZdIfFp59+Kr/4xS/kwgsvbAgpzB0VF110kdx9993GmHCEFRUVFfLCCy/I7NmzZcSIEXLeeedJ69atJSMjQ9q3by8jR46U+++/X7766itH67377rvGfXbp0kWysrKkQ4cORr+O559/PuT3DgBAs2iIcHCHyBclnqN+HS4aTuSdL3LOQM+RsCIxBNsPwpynYYKGV1b0dd+dFMGGDoQVQEjom/s7yytly56vjaN+HWrB9mcIdp6GE+e1z5H+nc80jlZhhXdwkJ+baXlOX3eyayLY0IGwAgAAJKOI77Aw6Zv69957r/E4efKkHD582Hj9rLPOkvT08N7Wpk2b5Prrr7c8d+jQIXn77beNxwMPPCBLliwxwgc799xzj/z2t781do2YysvL5fXXXzcef/rTn+Svf/2rEWQAABAVunOxbL3IpgUiO15tXKYpJU2kj1mmqYAyTfBvzyb3JZrMptpmiaY9G63LQCl9Xce6WRtAyOkHyYpKv5LFRbvl9W2NyyelGeWT8o3yScO6tzU+cNYcJbuPuC6ZZDa+jkTJJL2OVRkopa/reTf3DQAAgBgNLLxpQKE7GyKpc+fO8m//9m8ycOBA47n20NDQ4YsvvjAChmXLlsmXX34pV111lRFwXHzxxU3WmD9/vvz61782nvfo0UPuuusuY8fIvn375LHHHpM333xTXn31VZk6dar8+c9/juj3BwCAYd8WkZduEjlkU85Cw4ttyz0PbZg9YZ6nFwVgF1bUVp4u6eQkWNAAwhy/aJxInfUbfw3crA0g5D7ae1RuW7pFPimvsjyv4cXKDw8YD21k/XBh/4Z+D8GGFVU1JxvKLjl5819DAnO8zg9XaOF9HTtu7hsAAABxElhEmgYVn3/+ue35wsJCefnll2XChAlSW1trhBIaYHjTHSFz5swxnp977rlSXFxsNBU3jRs3zpj/yiuvGKWhbrzxRqPUFAAAEbNrrcgLE0VOHHM2XkONZ8eKXLdEpMeocN8d4omWczLDCjfBgndYoazCCi0D5bvjgtACiIr1Ow/J9MUlcrzWayeeHxpqFM4vkvmTBkpBzzzX5ZzMsMLNm/++IYLO13WC6RMRTFihZaB8d1wQWgAAAMR5D4toS0tLCzjm6quvlvPPP994vn79+ibnFy5cKEePHjWe33fffY3CCvMaTzzxRMO1tLwUAAAR3VnhJqww6Xidp/MB734QWgbKlwYLGko4CSvsGmzP3uE5ulkbQFh2VrgJK0w6XufpfDc0XNAyUL70zX8NC9yECLpOJMIKbbC98a7RxtHNfQMAACBGd1h07x78J060NuquXbskknJycoxjdXXTZm66A0Pl5ubKNddcYzn/nHPOkdGjR8vq1atlzZo1UllZ2bAmAABh7VmhZaDchhUmnffyzSI3v0tPC5xm7nbwDSGsdkM4DSvMOW7WBhCWnhVaBsptWGHSebOX/lNWzSpw1dPC3JHgGw5Y7VjwFyKEcmeDk+u4uW8AAADEcGBRVlbmeKz+oqu/OHt/HUkff/yxbNni+XRp7969G53TMlHa10INGzZMMjIybNcZMWKEEVjU1NTIe++9Z5SjAgAgrLTBtl3PCqcObhMp2yDSrSBUd4VE4CRYcBtWuFkbQFhog227nhVOfVxeKcWlh2VYj7au5jl58z+Wwgo39w0AAIAYDywmT54ccMyxY8fkk08+kX/9619GSDFgwACjkXUkHD9+XPbu3Wv0nbj//vvl5ElPPdVZs2Y1Gqf3V1dXZxlm+PI+v337dgILAED4bV4YunUILODLX7BQ9HjTfhROwopAa791n8iFhZ7SVABCbknx7pCt4zawCPTm/8INpU16RoQjrNCeGo+t2enqOnb3reuMH9AppGWqAAAAkkVEA4tnn33W8ditW7fKDTfcIB9++KHcddddtmWXmmvRokUyZcoU2/O/+MUv5Ic//GGj17744otGZZ/86dy5c8PzPXv2uL4/72tZ2b//9JsCuovjm2++cX0NAPHHu1SdVdk6JLGaSpFP3xFp0ab5a326QeTrgyKZlDOMFTHzsz9gmkhdmsi6+xu/rvfk+28vLfN0s+3hd4oMmCLi7/cV37VbZItcu0AkPdf/PCCBhfNnv6rmhBTvPCCtM07vbg9W0c79cujrCsnObOF67sRBHSX11An5w9rGoYF+v619NrTfMqqn/HBQx5D+7ZOTLvL0xIvl5y9ukWO1Jx1fx/e+W2WkyyM/uFhy0uv52wyJ8d98ABHFzz7iSbh+10mp9667FGOqqqqMHRb6pryWUwq0myGUgUX//v3lqaeekkGDBjU595e//EUKCwuN508++aTcdNNNtuvrroq+ffsaz3/2s5/J3Lnumke6KYWljcB9m38DAAAAAAAAABBKX375pUybNq3hg/qBPtjvVKrEsOzsbLntttuMUk0PPPBAWK5x9dVXG7s49KF9KZ5//nmZMGGC0b/i+uuvlxUrVjSZ451w+utfoTIzMxue8wkbAAAAAAAAAABioCRUMC655BLjuGbNmrCsf+aZZxoPk+6ouO6662Tx4sVGz43x48fL008/LT/+8Y8bxmRlZTVqwO2PlmkynXHGGa7vL1AZKd19MnjwYOP5kCFDpEePHq6vASD+aHC6bt064/nw4cMb/e8SktyXn4r88XuhW2/yCpG2/Lcl4X72qw6JZOc1f957zzYtC+VNS0BdYl96E0D0/7v/2aEquX7hxpCtN+8/viX9z3VflvDLqhppl50pf974eZOyUN6MMk1Dzm3mXQKxj9/3geTEzz7iSaBWBgkbWJgVq8rLyyN63UmTJhm7K5YuXWqUcrrqqqvkrLPOMs7l5OQ0KlsVqIm4944Rt9xspdHdHMGEIgDim/4Cw88+GuR1ETlZIVJf1/y1UtNF2p0rksW/r4T62d+zSWTxNSIj59g3v7by7lxP8+tJy0Q6D/Z8vcanObavNb8USatzdx0AEf3vfuf26VJ1MlXqTjW/UnBaisi0P/1LZo3u5aoh9oJ1pUaj6mu/dbY8V6QNwO3L4v521adyKrVFSBtuA7GO3/eB5MTPPmJduP59xnRJKLV69Wrj2Lp164hfW3dXmKHDqlWrLEOEQEmS9w4J7wbcAACERVauSJ9xoVmr9zjPekgcZlhRWyny+n96QgcndJyO13k6f+Udnq995XRs+pqb6wCIuJysFjKmX35I1tL+e8dq6+T3K7cbIYQTOk7HV9Wc/L+worH83NMldk1u1gcAAEB8ienA4oUXXpD/+Z//MX7xveyyyyJ+/by80yUPdu8+/ctzr169JC0tzXi+Y8cOv2t4n+/Tp09Y7hMAgEYGTYutdRAbKstPhxVuwgQzrDDp/E1PNR13xe9EZu/wHH0RWgAxbeLQLiFZ56TXLg0noYIZVti5e2wf2XjXaOPoi9ACAAAgMUW0JNTUqVMDjjl16pQcOXJE3n//fdm3b59REio9PV1+8YtfSKTt3bvXspyTNtrWvhFFRUXGQ/tY2DXffvvttxvKNZn9OAAACKuuBSJ5fUQO2b8JFFD7viJdI/9hAYRRTr6nDJTvzgjza6uyTb5hhR0NKcz55tHNdQBE1bDubaVXfrZ8Uu6/3K0/edmZcqjqdP8+ZYYRVuWbnIQV5jzz6Dve3/oAAACITxENLBYtWmTslnDTuyI3N1cWLlwYlTf7//KXvzQ8v/DCCxudu/rqq42woqKiQpYtW2Y06val5aLeeOMN4/nll1/eqPcFAABho/+tnTBP5NmxIidO91JyrEUrkauf9KyDxOImTAgmrAjmOgCiTv9Ge7iwvxTOL5Ljte57ILXMSJNnpwySol1fOQoV3IQVJkILAACA5BDRklDnnntuwEfXrl2NcED7Rzz88MPy6aefyr//+7+HPDiprq72O+aRRx6RlStXGs+7desmBQUFjc5Pmzatoa+G7v746quvGp2vq6uTGTNmGEd1xx13hPR7AADAr079Ra5b4gkf3NDxOk/nIzFpWBCobFNzwopA19HG3VqeCkBMueDs1jJ/0kAjfHBDx+s8na+hQaDyTcGEFSa79bVh98FK/3/fAQAAID5EdIdFWVmZxIJ77rlHZs+eLddee63RG6NHjx5GyafKykr58MMP5U9/+pO88847xlgt9fTUU0819KwwnXXWWXLffffJTTfdZPS3GDJkiNx9991G2KKlrB599FF58803jbHXX3+9jBw5MirfKwAgifUYJTJlpchLNzkrD6VloHRnBWFF4vO3A6LocZHK/U3nDL5RZMvzp3tg+Asr7K6TkSMyaZmnPBWAmFPQM0+WTh8mty3d4qg81Pn5OfJQ4cVGWOFkJ8TCDaVSXtG4bJTTsMJu/ezMdHlu6mBpn5MV8H4BAAAQ+yIaWMSSw4cPy4IFC4yHnXPOOUeeeeYZGT16tOX56dOnG+HEb3/7W9m1a5dlj46xY8caawAAEBUaPswoEinbILJ5gcj2FSL1XuU+UtNFeo/zNNjWnhWUgUoedqGFVVhhhhMXft/TuFt7YTgt62SO050VGlZ0HtzcOwcQRho+rJ41XIpLD8vi4jJZvbVc6ryaaaenpsiYfh2MRt1Du59lWfLXLrSwCismD+sif3t/r9x6eU/HZZ3McbqzQsOKgV3auP4+AQAAEJui0nT7yiuvlO9///sSLatXr5ZXX33V2EWhJafKy8uNkk5nnHGGtG/fXvr37y/jxo2TwsJCadmypd+1fv3rX8uYMWPk8ccfl/Xr1xtrnXnmmXLxxRfLlClTjN0VAABElb6Z1K3A86iu8LwhXVMlkpktktNRJCs32neIWAstvHnvpNCwYWaJ+x0SRthRyM4KIE5oCDGsR1vjUVl9QsorqqWqpk6yM9MkPzdLcrJaBFzDLrSw2lHx01Hnud4hofPGD+jEzgoAAIAEE9HA4rnnnjOOP/jBDySazj//fONx2223hWS9b3/728YDAICYp+EEAQV8wwS7MlAaaPnupAg2dCCsAOKShhNOAgq7UMGuDFR+bmZDqBFs6EBYAQAAkHgi2nQ7Ly/POObn8wcrAACN6M6HgztEvijxHPVrIJBgm1d7z9MG21ZhhTFu/+lG3AAC0t0IO8srZcuer42jfh0KX1bZ933wJ9qNqLXBtl3PCn3dbMQNAAAARGWHRd++feXtt982mlRr2SUAAJJafb1I2XqRTQtEdrzauLdESppIH7O3RAG9JdDUvi0iL37fXT8JpQGE2U9iz0b/5aCUed7NNYAkUl9fL0WlX8niot3y+rbG/R7SjH4P+Ua/h2Hd21r2ewikZPcRmbl4o8y50N08DQOi2eNBr++vHJQyzzvtXQEAAIDEF9HAYuLEifLWW28ZpaHGjx8fyUsDABB7bza/dJPIIZs3czS82Lbc88jrIzJhnqeBNmD6209EaivdBQoaVpjjF40TqauxLgPlu+OC0AKw9NHeo3Lb0i3ySXmV5XkNL1Z+eMB49MrPlocL+xtNrd2EFZOf2SRp9SeDDgt0fqRDC7uwQstA+e64ILQAAABA1EpCaRPqyy+/XJYvXy733HOP8WkkAACSzq61Is+OtQ8rfOk4Ha/zANOJqsaBQqDSTd5hhbIKK7TB9uwdnqMvJ9cAksj6nYekcH6RbVjhS8fpeJ3ntJyThg1VNY3Dij9v/NxVWKDzdZ1IlYeyCyu0wfbGu0YbR186nvJQAAAAiPgOi/Xr18vtt98uhw4dkt/+9rfy4osvGg24L7roImnTpo2kpaX5nT98+PCI3SsAAGHbWfHCRJETx9zN0/E6b8pKdlrAmr9dEL5hhRUNKcy55tF3DjstgIadFdMXl8jxWq9Sfg7oeJ23dPqwgDsttKH0rZf3bPLm/x/W7pRTqS0sdyTYhQW6TiQaVPsLK8z7NY++49hpAQAAgIgHFiNHjmxUt/WTTz4xggsndN7Jk+62QgMAEFN0Z6GWgXIbVph03ss3i9z8Lj0tIDL8TpE1vwwcKLgNK0yEFoAl3SWuZaDchhUmnTd76T9l1ayCgD0tzDfv/783tgV8c99JWBBObq5PaAEAAICYKAll/oIf7AMAgLimDbadloGyc3CbSNmGUN0R4tklUwKXbgo2rDDp61bX0KbdleXB3DUQ97TBttMyUHY+Lq+U4tLDjsbqm/e3jOrpt4xStMMKLTelDb7dXF9ftyoPpetEqnwVAAAAknyHxZtvvhnJywEAEFs2LwzdOt0KQrMW4pu/XRBFjzdtnq3SMk/3r/AXVthdIyNHZNIykZz85t8/EIeWFO8O2TrDerR1NPaHQ86V11/f0eR1DSkWbiht0sg6kmGF0nJT2tjbu+eGk+v77rTIzkw31olE+SoAAADEpogGFiNGjIjk5QAAiB3VFSLbV4Rmre2veNbLyg3NekjM0MIqrNCAovMQkcXXiIyc47yskzlOd1ZoWNF5cHPvGohLldUnZPXW0OwuWrX1gLFeTlaLZq0T7bDCNLBLm4bQQntmOL2+OU53Vuh8XQcAAADJK6KBBQAASatin0h9cPXOm9B19M1oAgsECi28ee+mmFnifoeEzr2wkJ0VSGoHjlZL3anQlKrVdcorql0HFloe6rerPrU9H42wwqRhw9rbR7jeIaH3O35AJ3ZWAAAAILI9LKZOnSo33HCD7N9v8Yk/G4cOHWqYBwBA3KoNstG2nZrm1U9HjAm2H4T3PA0Ucjpaj9PXvXdTBBs6EFYgyR0LstG2naoaZ+t9WVXTqDxUfm6m5Th9PdoNq4MNHQgrAAAAEPHAYtGiRcbjyJEjjudUVFQ0zAMAIG5ltArtepnZoV0P0bNnk8jcgacbZTv13rOeeTpf6XyrMlBKX3e7PoAmWmWkhXS97MzA62lD7R/ML274+s8bP7csA6X0dbMRNwAAABCPKAkFAEAk5HYSSUkLTVmo1HT7T9IjvmjYoP0kaitPl3Ny2ldi3f0iJyo98/tfL7LpKf/j3a4PoIkOrbMkLTUlJGWh0lNTJD/X/64CDR+0IXXrjNPX+8PanSKSYjvHbGAd7Z0WAAAAQMzvsAhGdXW1cczMtN72DABAXNB+E33GhWat3uPoX5EItJyTGVZ4hwpud0LofKuwwirUCmZ9AA2038SYfqEpjdazfbbf/hVmWBGIVXkoncdOCwAAAMSjmA8s3nnnHeOYn0/NZABAnBs0LbbWQXRpP4iRc9yFCloGygltsD17h+foZn0AAU0c2iUk62w/UGkbKjgNK7TB9sa7RhtHX4QWAAAAiEdhLQn1m9/8xvL1J554Qtq3b+93bk1NjezatUv+/ve/S0pKilx66aVhuksAACKka4FIXh+RQ4HfhLLVvq9I18tCeVeIJrM8k1muyV/5Jg0Z1j0kcsFj/tfUkMKc52Z9AI4M695WeuVnyyflVc1ey6p8k5uwwpxnHn3nUR4KAAAA8SasgcU999xjhA3e6uvr5cknn3S8ho7PysqSO+64Iwx3CABABOl/EyfME3l2rMiJY+7nt2glcvWTnnWQOJyEChpW6Nct2jgPK9ysD8Ax/fvm4cL+Uji/SI7XNr8vkXeoEExYYSK0AAAAQCIIe0koDRzMh/5yrw/v1+we2rOia9eu8h//8R9SVFQkF198cbhvFQCA8OvUX+S6JZ7wwQ0dr/N0PhKPhgZ25Zse6t00bHAaVgRa/637PL00ALhywdmtZf6kgdIyI83VPB1//eDOTV7XUGHIvW84CituGdXTNnzQ163KQz22ZqccrPT0BgQAAACSNrA4depUo4cGEeqjjz5qcs73cfz4caMk1OLFiwkrAACJpccokSkrPeWhnJaB0vE6D4nLLlSo3G89vkW2s7DCbv2MHJFJyzy9NAC4VtAzT5ZOH2aUh3Li/PwcY/z/XHORZahQXlHT5LXJw7pIdmbjTfE/HHKu3+v4hhY6/7mpg6V9Tpaj+wQAAAAStiSUr3PPPdfYYZGRkRHJywIAEHt0p8SMIpGyDSKbF4hsXyFS71VaJDVdpPc4T4Nt7VlBGajkYFe+ycq1C0Re/L6ncbfTsk7mON1ZoWFF58HNuFkAutNi9azhUlx6WBYXl8nqreVSd8rzIS2VnpoiY/p1MBp1D+1+VkO5XLvyTVZln67qf7bMXLxRRJyXnzLX150VGlYM7BKgnBwAAACQjIFFWVlZJC8HAEBs0zeuuhV4HtUVnk/S11SJZGaL5HQUycqN9h0iGjRUKHrcemdFq/zGodfMEvc7JHT9CwvZWQGEiIYQw3q0NR6V1SekvKJaqmrqJDszTfJzsyQnq4VtqLBwQ6nlzor83MyG0EHDhhenD5X3333b1X3p/PEDOrGzAgAAAHElooEFAABxRUOEin0itcdEMlqJ5HYKX4ig6xJQxBft/RDMm/6B5mmDbbsyUMd8+k0EGzoQViAG6Jv7B45Wy7HaOmmVkSYdWtu/ue+G9moI5k36YOd50/t3+j1og22rsELp63reDC3aZWcGdT+EFQAAAIg3EQ0sTpw4ITt37jSe9+jRw2is7a26ulruvvtuWbp0qXz55ZfSrVs3ufnmm2XmTIdlDgAAaC7tt1S2XmTTApEdrzYu05SSJtLHLNNUQJmmZLZnk8jia9yVYzLDCH/lmPS8k3JQQJzSnnZFpV/J4qLd8vq2xuWT0ozySflG+aRh3ds2lE9yo2T3EZn8zCa59XL7xtRWNByIZPkkvV6gBtvmeTffBwAAABDvwtp029dLL70kF154oYwYMcLy/IQJE+TRRx+VvXv3Sk1NjezYsUNmzZolP/vZzyJ5mwCAZLVvi8gTw0Se+57I9r83DiuUfr1tuee8jtPxSN6worbSEy5oyOCEGUboPJ2v61id96Xlway892wQNw9Ez0d7j8qYR9fJDxdslNc+OtAorFD69coPDxjndZyODyasqKo5abzZr6GAm/BA5+l8XScaYYWWgfLl5vsAAAAAEkFEA4vVq1cbn6q6+uqrm+yuePXVV43z6pxzzjHCi7PPPtsY/+STT8q7774byVsFACSbXWtFnh0rcsj/J14b6Dgdr/OQPLSckxlWmJyEFr5hhBla6HpW501X/E5k9g7P0de6+52HJUCUrd95SArnF8kn5VWOxus4Ha/znJZzMsMKN2/2+4YHZmih60UyrNAG2xvvGm0cfen4P2/8PCz3AwAAACR1YPH+++8bW7utdlg888wzxrFXr16ydetW+dvf/iYfffSR9Onj+aV94cKFkbxVAEAy0Z0SL0wUOXHM3Twdr/PYaZE8tPeDloHy5S+0sAsjdB1dz19YYZab0qNVaOFmhwcQJbpTYvriEjle67NrLQAdr/Oc7LTQXg1aBsqXv9DCLjzQdcLR+8FfWGGWfdKjVWjxh7WesroAAABAootoYHHw4EHjeN555zV6/dSpU7JmzRojzNB+FTk5OcbrrVu3NspBGbVui4oieasAgGTqWfHSTe7DCpPOe/lmzzpIDm7Cg0BhhJOwwvu6w+90dl0gRujv8bct3eI6rDDpvNlL/2msE4jdm/1WoYWT8CCU3FzP7vsAAAAAkkFEAwttpK3OOOOMRq9v2bJFKioqjOf/7//9v0bnLrjgAuO4Z8+eiN0nACCJaINtp2Wg7BzcJlK2IVR3hEQJLQKFEVoOShtw2523cskU69d1HbO8FBBDtMG20zJQdj4ur5Ti0sOOxjoJLSIdVmh5KW3o7eZ6/kKLL6tqQn6PAAAAQFIGFmbfCjO4MK1bt66hd0WXLl0anTN3W9TVBfepLAAA/Nq8MLbWQWKEFg/1DrxzQstBTVomkpFjfd4pna/r6HpAjFlSvDvi6/gLLYbc+0ZEwwql5aWemzpYsjPTXV3P7vtol920OTcAAACQKCIaWJhhxMaNGxu9/sorrxjloIYPH95kzuHDnk9T5eXlReguAQBJo7pCZPuK0Ky1/RXPekgudqFF5f6mr1mFEZ0Hnw4t3IYVWh7KDCt0HSDGVFafkNVbQ7PzZ9XWA8Z6Ttm92V9eURPRsMI0sEubhtDCzfXM76NVxumwAwAAAEhkEQ0s/u3f/s2oPzt37lzZvt3zyaa///3v8tZbbxnPx44d22SONt5WHTt2jOStAgCSQcU+kfoQ7eDTdazepEbyhhbe/IURGjbMLHG/s0LLQ+k8wgrEqANHq6XuVGj6++g65RXVruY46QURibDCO7RYe/sI19fT8S9OHxq2+wIAAACSNrDQhtoZGRlG823tTdGuXTuZMGGCEWKcffbZcu211zaZ8/rrrxu7Ly666KJI3ioAIBnUBtlo205N8+q0I45p2JBj8+EKfT1QGBFsOSfKQCGGHQuy0badqhr36+mb/fm51iWU9PVIhRXe5aGCQRkoAAAAJIuIBhY9e/aUxYsXS8uWLY2QQss96fHMM8+U559/3ggzvB04cED+8Y9/GM9HjRoVyVsFACSDjFahXS8zO7TrIXyCbVBtN08bbNvtsNHXzUbcQBJplZEW0vWyM9McN7k2aYNtqzJQSl83G3EDAAAAiA0RL4b6/e9/X0aMGCGvvvqqEUhoqaerrrpKzjrrrCZj//Wvf8kPf/hD23JRAAA0S24nkZS00JSFSk23/4Q9YsueTSKLrxEZOcddGSYNHd66r2nPCH3dqsG2N/O827JPQBzr0DpL0lJTQlIWKj01RfJzA+9O0ADisTU7jX4R7+8+Ytlg25t5PtI7LQAAAABYi0r3tvbt28uUKVMCjrviiiuMBwAAYZGVK9JnnMi25c1fq/c4z3qIj7CittJdiOAdSuh8M7SwCys0vPLdcUFogSSTk9VCxvTLl5UfHmj2WmP6dTDWCxRWmAHE9U8VS23dKcsyUL47LggtAAAAgCQtCQUAQMwZNC221kH4aDknM6zwDhEClWvyDSV0vq7z5r3WYYU22J69w7oRt5PrAQlk4tAuIVnnzJbOwwplFVZog+2Nd422bMStcykPBQAAACTpDgtv2oD7ww8/NPpZKC0NpQ258/NpIgkAiICuBSJ5fUQO+S8b4lf7viJdLwvlXSEctEG1loHyDRn87Xyw20HR9VKRt+9r+rqGFOY65tHN9YAEM6x7W+mVny2flFc1a50/bfxcurZtZbkLwjessKIhhTnXPPrOYacFAAAAkKSBhTbanj9/vjzxxBOydetWyzF9+/aVGTNmyPTp0yU1lY0gAIAwSUkRmTBP5NmxIieOuZ/fopXI1U961kHscxMi2IUVvb4r8skq/2FFMNcDElBKSoo8XNhfCucXyfHa5vULsgoU3IYVJkILAAAAIDalRmNHxdChQ+WnP/2pEVZoeGH12LZtm/zsZz+TIUOGGM25AQAIm079Ra5b4gkf3NDxOk/nI35oSBCoXJNdWDFijkjZO87CikDX0wbeWqYKSHAXnN1a5k8aKC0z0lzNa5GW4rd0U7BhhUlftyoPpU27D1ZWu7pXAAAAAHG4w6KmpkZGjRol27dvN0KJvLw8KSwslMGDBzeUgCovL5fNmzfL0qVLjXCjpKRERo8ebRwzMzMjebsAgGTSY5TIlJUiL93krDyUloHSnRWEFfHJ386HosebNsz2DiXOG924F4a/sMLuehk5nsbdWqYKSAIFPfNk6fRhctvSLY7KQ52fnyMPFV4sRbu+stwFsXBDaZPm2SojPVVqT54KGFbY7bTIzkyX56YOlvY5Wa6+PwAAAABxGFg88sgjxs4J3Rp+ww03yKOPPiqtWjX9NOukSZPkf//3f+XnP/+5LFiwwAg4dO4vfvGLSN4uACDZaPgwo0ikbIPI5gUi21eI1HuVMElNF+k9ztNgW3tWUAYqMUMLf2GF6jzYEzZoaKE9MZyWdTLH6c4Kna/rAEm202L1rOFSXHpYFheXyeqt5VJ3qr7hfHpqiozp18Fo1D20+1nG3ww6R/mGFlZhhQYU3+rSRiY/s0luvbyn47JO5jjdWaFhxcAubZr5nQIAAACIi8DihRdeMP7w+M53vmMEEf60bNnS6HOxe/duef311425BBYAgLDTEKJbgedRXeF587qmSiQzWySno0hWbrTvEJEILbxZ7aDQsGFmifsdErrOhYXsrEDS0r8FhvVoazwqq09IeUW1VNXUSXZmmuTnZklOVosmc+z6TXjz3k2x9vYRrndI6NzxAzqxswIAAABIph4Wn376qXHUZtpOmWN37doVtvsCAMQZDRIO7hD5osRz1K/DQcOJvPNFzhnoORJWxKZg+0CY8zRE0DDKir5ut4Mi2NCBsAJB0Df3d5ZXypY9XxtH/bq5gu3TEKr+DhpOnNc+R/p3PtM4WoUV3oFCfq51eVh93Xs3RbChA2EFAAAAkGQ7LLQHxTfffCOdO3d2PMccm5GREcY7AwDEvPp6kbL1IpsWiOx4tXGpppQ0kT5mqaYCSjUlkz2b3JdmMptqm6WZ9my0LgOl9HUd62ZtIES051tR6VeyuGi3vL6tcfmkNKN8Ur5RPmlY97bGzgU3SnYfcV06yWx0HY3SSXpdqzJQSl/X826+DwAAAACxKaKBRe/evaW4uFj27NkjAwYMcDRHx5pzAQBJat8W/82wNbzYttzzyOsjMmEezbCTKazQ5tdmSScnwYIGEOb4ReNE6qzfBG3gZm0gRD7ae9Rvg2oNL1Z+eMB49MrPlocL+zf0e3AaVlTVnGwos+TkzX4NBczxOj9SoYX3de24+T4AAAAAxK6IloT68Y9/bHxSbN68eY7n6Fj9xNiPfvSjsN4bACBG7Vor8uxY+7DCl47T8ToPiUvLOZlhhXewoGGE07BCWYUVVuWhnKwNhMj6nYekcH6RbVjhS8fpeJ3npJyTGVZ4v9mvoYA/vqGBztd1QlUeyul1TVbloZx8HwAAAABiW0QDi2nTpsmYMWNk9erVRm+K6mr7P3BqamrkZz/7maxatUquuOIKufHGGyN5qwCAWNlZ8cJEkRPH3M3T8TpP5yMxaR8ILQPlJljwDSvsGmzP3uE5ulkbCOHOiumLS+R4rVfZOwd0vM7T+YH6NGgZKDdv9tuFBrpOOPs+2F1XG2xvvGu0cfRFaAEAAADEt7CUhFq3bp3tudtuu00OHz4s8+fPl5dfflkKCwtl0KBB0r59e2MnRXl5uWzevFn+8pe/yIEDB4xzs2fPlvXr18vw4cPDcbsAgFjtWaFloNyGFSad9/LNIje/S0+LRGWWaPINIaxKODkNK8w5btYGQkR3ImsZKLdhhUnnzV76T1k1q8BvTwuzbJJvGGBVVslfaBDO8ktOruvm+wAAAACQxIHFyJEjHTX+03Bi7lz/n1R87733jF0Zut7Jk6e3rgMAEpw22HZaBsrOwW0iZRtEuhWE6q4Qa5wEC27DCjdrAyGkDbadloGy83F5pRSXHpZhPdr6Hefkzf5YDitMhBYAAABAYkkN5yfEQv0AACSRzQtjax3ELg0O7Eo4PdQ7uLAi0Npv3efpowGE0JLi3RFdR9/MtyurNOTeN6ISVmhPjMfW7HR1XbvvQ9cJd48NAAAAAHGww+LNN98Mx7IAgGRRXSGyfUVo1tr+ime9rNzQrIfYZLcbonJ/07FpmaebbfsLK+zWzsgRmbTM00cDCJHK6hOyemtoQrBVWw8Y6+VktQg41m6HQnlFTcTDCqU9MZ6bOrhRY3An1/X9PrIz0411wtljAwAAAECcBBYjRowIx7IAgGRRsU+kPrga7k3oOvqmNYFF8oYW3jSg6DxEZPE1nqbdTss6meN0Z4WGFZ0Hh+CGgdMOHK2WulOh2VGs65RXVDsKLPyFFpEOK0wDu7RpCC20sbfT65rjdGeFztd1AAAAAMSXsAQWAAA0S22Qjbbt1DSvJjziiAYLRY9b76zI6Xg6eJhZ4n6HhM69sJCdFQiLY0E22rZTVeNuPX2zf+GGUsudFfm5mRHvBaFhw9rbR7jeIaH3OX5AJ3ZWAAAAAHEqbD0sAAAIWkar0K6XmR3a9RAewfaE8J6nDbatwgpj3H7PeRVs6EBYgTBplZEW0vWyM52tZ/Z40EbXVmGF0tf1fKQFGzoQVgAAAADxi8ACABB7cjuJpITozbvUdM8n6xHb9mwSmTvwdKDglI7XeTpfnwdqsK3n3V4DiIAOrbMkLTUlJGulp6ZIfm7gN+01hBj14Nvyq+Uf+S0HpfR8NEILAAAAAMkloiWhRo0aFfTclJQUWbNmTUjvBwAQo7TfRJ9xItuWN3+t3uPoXxHrNGzQnhK1lacDBye9JbwDikXjTjfS9qZhle+OCzfXACJE+02M6ZcvKz880Oy1xvTrELB/hYYPZkjxXNFuyzJQvjsuzPGRLg8FAAAAIHlENLB46623jOChvt6+oaCe92aO9X0dAJDgBk0LTWCh6yB2aTknM6xwEyj47qawCiu0wbauYbXzgtACMWji0C4hCSzObOk8rPDXYNtqHKEFAAAAgIQJLIYPHx4weDh27Jh8+umn8vXXXxtje/XqJR07UsoDAJJO1wKRvD4ih/yXKfGrfV+RrpeF8q4QatoTYuQcd4GCk9JPZljhvQahBWLcsO5tpVd+tnxSXtWsdf608XPp2raVZajgNKxQ5pHQAgAAAEDC7rBwauXKlXLLLbfI4cOH5emnn5ZLL700rPcGAIgxGnBPmCfy7FiRE8fcz2/RSuTqJz3rILa5CRTchhXBXAOIEv2wzsOF/aVwfpEcr61r1lpWoYKbsMJEaAEAAAAgkmK26fbYsWNlw4YNkp6eLhMmTJC9e/dG+5YAAJHWqb/IdUs84YMbOl7n6XzEBw0MNGjw1yQ72LAi0DXeus9TmgqIARec3VrmTxooLTPSXM1rkZbit1F2MGGFSV/X874eW7NTDlZWu7pPAAAAAIjLwEJ16NBBfv7zn8uXX34p999/f7RvBwAQDT1GiUxZ6SkP5bQMlI7XeUic0OKh3tZhRVqms7DC7hoZOSKTlnlKUwExoqBnniydPswoD+XE+fk58tKMSy1DBQ0phtz7RtBhhV1okZ2ZLs9NHSztc7Ic3SMAAAAAxFxJqGBcdpmn9virr74qjz32WLRvBwAQDbpTYkaRSNkGkc0LRLavEKn3KpeSmi7Se5ynwbb2rKAMVPyyK91Uub/pWA0eOg/xNO3WPhhOyzqZ43RnhYYVnQc3966BsOy0WD1ruBSXHpbFxWWyemu51J2qbzifnpoiY/p1MBp1D+1+llFOSuco33CivKJpU/rJw7rI397fK7de3tNxWSdznO6s0LBiYJc2zfwuAQAAACDOAouMjAzjuG/fvmjfCgAgmjSE6FbgeVRXeN7ArqkSycwWyekokpUb7TtEuEMLb967KWaWuN8hoXMvLGRnBWKahhDDerQ1HpXVJ6S8olqqauokOzNN8nOzJCerRZM5dj0nrHZU/HTUea53SOi88QM6sbMCAAAAQHIGFtrHQrVs2TLatwIAiBUaThBQJDYNFIoet95ZoQGV926KYEMHwgrEEQ0nrAIKu1Bh4YZSy50V+bmZDaFGsKEDYQUAAACApOxhUVRUJL/5zW+MT5cNHky5BgCIabrr4eAOkS9KPEf9Gskp2AbW3vO0wbZVWGGM23+6ETdgQXcj7CyvlC17vjaO+nVzBdtcOhpNqbXBtlVYofR1sxE3AAAAACT1DgsNHwI5deqUHDlyRN577z3ZuHGj8bUGFtp8GwAQY+rrRcrWi2xaILLj1cZ9JVLSRPqYfSUK6CuRLPZsct9TQmkAYfaU2LPRfzkoZZ53cw0ktPr6eikq/UoWF+2W17c17veQZvR7yDf6PQzr3tb43dKNkt1HZPIzm1z1e1AaDES634Ne0185KGWed/O9AAAAAEDCBRb33HOPqz8Q9Q/P9PR0uf/+++U73/lOWO8NAODSvi0iL90kcsjmjTENL7Yt9zzy+ohMmOdpno3EDytqK90FChpWmOMXjROpq7EuA+W744LQAv/no71H5balW+ST8irL8xperPzwgPHolZ8tDxf2b2hQ7TSsqKo56eqNfu/gQOdHIrSwCyu0DJTvjgtCCwAAAACxKOIloTSE8PdQOTk5ctFFF8ktt9wiW7ZskVmzZkX6NgEA/uxaK/LsWPuwwpeO0/E6D4lJyzmZYYV3oBCodJN3WKGswgptsD17h+foy8k1kNDW7zwkhfOLbMMKXzpOx+s8J+WczLDC+43+QCWVfIMDna/rhLM8lF1YoQ22N9412jj6cvK9AAAAAEDCBhZa3inQo66uTr7++mv54IMP5NFHH5W+fftG8hYBAE52VrwwUeTEMXfzdLzO0/lIPNrAWstAuQkUfMMKKxpSmDso9EhoAZ+dFdMXl8jxWq9ydA7oeJ2n8wM1l9YyUG7e6LcLDnSdcDWr9hdWmDso9EhoAQAAACDWxXTTbQBAjNGdcFoGym1YYdJ5L9/sWQeJx02g4DasCOYaSGi6M1fLQLkNK0w6b/bSfzbs8LXj5o1+J8FBqLm5JqEFAAAAgFgXc4HFV199JYcPH472bQAArGiDbadloOwc3CZStiFUd4RY4yRQCDasCHQNbdqtpamQFLTBttMyUHY+Lq+U4tLAv3c6eaM/GmGFlpjSpt5urmn3veg64SxZBQAAAABxE1iUl5fLjTfeKO3atZP27dtLXl6etGnTRn784x/L559/Hu3bAwCYNi+MrXUQf6HFQ72tw4q0TGdhhd01MnJEJi3zlKZCUlhSvDui6/gLLYbc+0bEwwqlJaa0mXd2Zrqra/p+Lzpf1wlXySoAAAAAiHpg8cUXX0inTp2Mx5NPPmk7rrS0VAYOHChPP/20sbPCbL599OhRWbx4sQwYMMBovA0AiLLqCpHtK0Kz1vZXPOsh+UKLyv1NX9NxP17hCR2chBW+1zDDis6Dm3/f/z97ZwIdRbG98ZsFEiAJKksARTbZXUBkUwFFEUUU0SduIC4oon/3BR/uG+oTcN8QQQSfik8ERQQFFARZBMUnAoKyKhBQkYQlCYT5n6/yauh0unu6Z3pmksz3O2fOTKarqrurq6sn96t7LykX5OXvl5k/+eNNM+Onbaq9SESLnNyCmIsVmnYNDg+KFl72qc9FixVohxBCCCGEEELizaHlWD4zY8YM2bZtm1SuXFn69etnW+7SSy+VLVu2BP+uX7++EjlWrlwpeXl5snPnTrnsssvkxx9/lNTUqB0uIYSQUORuEQmEFyu+FGgHhuv0LH/aI2UTLTw4hX8yChQ3L/PuIYG6x/WjZ0WCsW1XvhQd9CcXDtrJyc2XzPRKrsprQcDKoyLWYoUGYsOcu7p59pDAMfZpW4+eFYQQQgghhJCK72GxcOFC9X766adLjRo1LMtMmzZNli5dKklJSXLEEUcokWPjxo2qLsSOq6++WpVbs2aNfPjhh9E6VEIIIW4oDDPRth0FkcWeJ+UECAqZda234XujN0W4ogPFioRjT5iJtu3YXVDk2dCfnWUIY2YA38dSrNCEKzpQrCCEEEIIIYQkhGABjwgIET169LAt88477wQ/jxw5Us4666zg31WqVJExY8bIcccdp/6eOnVqtA6VEEKIGypX87e9tAx/2yP+E24Ca2M9JNi2CgOlym09lIibEA9Uq5zia3sZae7a00mpkWDbKgwUwPc6ETchhBBCCCGEkDIiWGzYsEG9n3DCCbZlvvrqK/VevXp1ufzyy0tth+BxzTXXqJwWP/zwQ7QOlRBCiBuy6okk+WQkTE61X3VPygabl4i82M67oIDyqIf6+OwUDgpgO0UL4pE61dMlJTnJl7ZSk5MkOyu0lwFEiO4j5spDU1c4hoMC2E7RghBCCCGEEELKkGCRm1ucTLVmzZq2gkZOTo4SJbp27SqVKlnHDUbSbWDMc0EIISQOIN9Ey97+tNWiN/NXlGUgNky4UKQwz5ugoAUK1Hurt7VYYSVUUbQgHkG+iZ6t/QkF1rN1nZD5KyA+QITYXXBAxi/cWGq7VXgoihaEEEIIIYQQUoYECwgRoLCw0HL7kiVLgp9POukk23YOO+ww9b5nj8+x0wkhhHin/aCy1Q7xH4Rz0mKFF0HB7E1RVGCdYPvO1cXvZihaEI/079TAl3YOq+pOrHBKsL142Jnq3QxFC0IIIYQQQggpI4KFTrSNhNlWfPPNN8HP7du3t20nL6/YYJKezoSAhBASdxp2EalV2ijnidqtRBqe6tcREb9BAuvThnoTFNyEfoJIoRNs452iBYmQzo1rSLPsyHPhvLN4k62o4Eas0Am28U7RghBCCCGEEELKqGChc1d8+OGHpbYhJ8XHH3+sPqempsopp5xi287GjcVu99nZ/rj9E0IIiQB4z/V9TaRSmAm4Ue+CV4vbIWUXL4KCV7EinH0QYuPNO6pfG6nqQwJuK1HBi1ihoWhBCCGEEEIIIWVUsDj//POVMDF16lSZMGFCiW0jRoxQOSzwj+aZZ54pGRn2q+MWLlyo3ps3bx6tQyWEEOKFem1ELp3oXbRAedRDfVL2cSMohCtWhNrHV08Xh6YiJATHHlldXh/QzrNoUSklyVFUCEesCCVaPD97rWzPy/d0nIQQQgghhBCSaERNsBgwYIDUr19ffb7qqqukY8eOcsUVV8iJJ54o9957b7DcHXfcYdsGBI8pU6YoYaNTp07ROlRCCCFeadJd5Orp7sNDIQwUyqMeqRiixcgW1mJFSpo7scJuH5UzRQZMLg5NRYgLujStJZMGd3YdHqp5dqZ8dOMptp4QHYfPClussBMtMtJSZfw1HaR2JkOcEkIIIYQQQogTqRIlqlatKu+9956cffbZKg/F0qVL1UsLEeCaa66RM844w7aN6dOny++//x70xCCEEFKGgKfEjQtFNswX+fYNkVXTRAJFh7Ynp4q06F2cYBs5KxgGqnyiBQezOJG3tXRZCA/1OxYn7UYejFBihXkf8KyAWFG/Q6RHTRLQ02LmbV1l0bq/ZMKiDTLzpxwpOlj8exOkJidJz9Z1VKLuTo2PUL8tUQeYxYmc3NIJ4wd2biAffve73HpG05BihUaXg2cFxIp2DQ6P8CwJIYQQQgghpOITNcECdO7cWYkUw4YNU+LDvn371PcNGjSQm2++WW6//XbH+o899ph6r1OnDj0sCCGkLAIRolGX4ld+brERu2C3SFqGSGZdkfSseB8hiaZoYcToTXHzMu8eEqh7XD96VpCwgQjRuUkN9crL3y85ufmyu6BIMtJSJDsrXTLTK9mKCm48Km7qfoxnDwnU69O2Hj0rCCGEEEIIIaQsCBagadOm8sEHH8jBgwdlx44dUrlyZTn8cHcrzGbPnh1MzO03EFIgosyfP19Wrlypjq1SpUpSr149lQT82muvlVNPPdV1e5999pmMHj1avv32W9VWrVq1pH379nL99dfLOeec4/vxE0KIayAk5G4RKdwjUrmaSFa96AgJaJMCRWxBnodwDPzh1IOgsPBla88KiFNGb4pwRQeKFXEBxv1tu/JlT2GRVKucInWqWxv3vYJ8DeEY6sOtZwTH7/YcICqMmb/O0rMiOystKGqEe0wUKwghhBBCCCGkDAkWmuTkZMnO9maIqFbNY0JXl3Tt2lW+/vrrUt8XFhbK2rVr1eutt96SK6+8Ut544w0lstgBIQaixJtvvlnie4Sywgs5OAYNGiSvv/666gNCCIkJCL234WuRJW+IrP60ZKimpBSRljpUUxeGaiqvbF7iPfSSTpQdTugl1LMSKwC+x3Yvx0HiCsJzLlz3p0xYuFE+X1kyfFKKCp+UrcIndW5cQ3kueGXZxp0ycOwSTyGUdLLrWIdQwj6txAqA77HdyzkQQgghhBBCCCkHgkVZYsuWLeod3hQXX3yxdOnSRY4++mgpKiqShQsXysiRI5XY8Pbbb8v+/fvl3//+t21b9913X1CsaNu2rdxzzz3SpEkT+fXXX+Vf//qXfP/99zJmzBjlcTF8+PCYnSMhJIHZslzkoxtEdtiEOIF4sXJq8QtJs/u+VpyPgpQ/saIw71CYJjdiAUQFXR713YoWxnp2eDkOEldW/L5L7pi0XNbk7LbcDvFi+o/b1AuJrEf1axPM9+BFrNhdcCAYasmNwR/CgC6P+rEQLYz7tMPLORBCCCGEEEIIiYyEXPLfokULef/992XTpk3y3HPPyUUXXaTCNyFPBvJqLF++XJo1a6bKvvvuuzJv3jzLdtasWSMjRoxQn0866SRZsGCBXHrppaotvCPcFL4HzzzzjPzyyy8xPEtCSELy6xyRcb3sxQozKIfyqEfKBwjnpMUKo1gAUcGL6ID6aAftealnDANlxs1xkLjy9dod0u/1hbZihRmUQ3nUcxvOSYsVRoM/hAEvwgHqox20F2uxAmGgzLg5B0IIIYQQQgghkZOQgsW0adOkX79+kpKSYrm9Zs2aystC85///MeyHMSOAweK/yF/8cUXpUqVKiW2V61aVX0PUO7ZZ5/18SwIIcTCs+K9/iL793irh/Koh/qk7IM8DwgD5UUssBMd0I5T3gi7ekiwfefq4ncvx0Hi7lkxeMIy2VtoCBHnApRHPdR3k68BYaC8GPzthAO0E638D3b7RILtxcPOVO9mKFoQQgghhBBCSPRJSMHCDaeffnrwM8I7WcV+njp1atBjA94ZVuD75s2bq88oj3qEEOI7mFsQBsqrWKFBvSlDitshZR+EXXIrFjiJDk7hm9zU83IcJK7g9wfCQHkVKzSod+ekH1z9jkHoJLcGfyfhIFohmNzs08s5EEIIIYQQQgjxDwoWNhQUHEq+aOWJsX79+mAujG7dujm2pbcjL8aGDRt8P1ZCCFEJtt2GgbJj+0qRDfP9OiISbdyIBdEUK7wcB4k7SLDtNgyUHT/n5MmidX+5KuvG4F9WxQoNRQtCCCGEEEIIiT0ULGyYO3du8HPLlqX/WV25cmXwMzwsnDBuX7UqQoMiIYRY8e2YstUOiQ1OYsHIFuGJFchp8dXT3urZHQfaCZUjg8SEiYs2xrwdJ4N/x+GzYi5WIB/G87PXetqn3TmgnWjm1yCEEEIIIYSQRCU13gdQFjl48KA89dRTwb+R78LMb7/9Fvx81FFHObZXv3794OfNmzd7OhbjfqzYunVrCa+Qffv2eWqfEFI+yc8/ZCjLz/1D5JcFIpUOj7zhX+aL/L1dJC0z8rZIbGg7SKQoRWTev0p+jzFiHhNd7xFpe7WI07MiNUvkkg9EPrxOZP9u9/XMx1EpQ+SiN4rb47MpOve+4bMTuwv2y6K126R65chDvi1cu1V2/J0rGWmVXJXv376uJB/cLy/MKSkU4NirVy5Z9pbuTeXy9nWj9lsmM1Xkzf4nyO3vL5c9hQdc79N8DtUqp8qzl5wgmakB/u4iZfreJ4SUb3jfE5KY8N4n5Ylo/T+UFGBShVIg4fZdd92lPl944YXy4YcflirzzDPPyD333KM+f/bZZ3L22WfbtoftvXr1Up9HjBghd955p+tjSUpKcl12zJgxKmE4IYQQQgghhBBCCCGEEBIt/vjjDxk0aFBwkX6oRf1uYUgoi1BQ9957r/pcu3ZtefXVVy3LGVXOypVNSwRNpKWlBT9zJR4hhBBCCCGEEEIIIYQQUhqGhDLw008/Sd++feXAgQOSnp4uH3zwgRItrMB2TWFhoesE3lWqVPF0TKFCSCEkVIcOHdTnjh07SpMmTTy1Twgpn0A0nTdvnvrc9dijJf29vv41PnCaSA3OJTFj9w6RjFqR11s6rnRYKCMI63TS1eEdIymb937XriV+j9ixfsduuWzMYt+O4b3rOkrDmhkhy/2xu0BqZhQv2vj34k2lwkIZUaGZOh7t2zESUtEI594nhJRveN8Tkpjw3ifliVCpDMKFgsX/WL9+vZx11lmyc+dOSUlJkffee09NDHZkZh6K77579/9ifNuwZ8+e4OeMjND/4Bvx4koDTw6vggghpPyTXuNIqXIgVyRQFHljyakiNY8WSedcEhM2LxGZcKHIaUOdE2Gb+ebF4oTWAyaL1O9Q/PdsiwTbRmb/UySlyNt+SJkG/7y4ee7Xr50quw8kS9HByKOApiYnyVG1DpMq6c45LN6Yt04lph5/TQf5buNOeWLGLwh0aVv+sRm/yMHkSlFLuE1IIt77hJCKA+97QhIT3vukrBOt8UnBQkS2bNkiZ555pnpHzoixY8dKnz59XAsJodQko5eEMQE3IYT4AhJkt+wtsnJq5G216C2SnuXHURG3YkVhnsjn/xMb3IgJECd0edRvc5nIktGly2XWFcnbWvI7L/shFYbM9ErSs3W2TP9xW8Rt9WxdR7UXSqx4Yvoq9fmy0YuksOhgqTLZWWmSk3vIAxXoOhQtCCGEEEIIISRxSfgcFkgO0qNHD1m3bp36+8UXX5Qrr7wyZL1WrVoFP69evdqxrHF7y5YtIzpeQgixpP2gstUOcSYv55BYYRQTIEa4FSsA6luJFWc9LnLn6uJ3M272Qyoc/Ts18KWdw6q6FyuAlVhxX6+WsnjYmerdDOqiDUIIIYQQQgghiUlCCxa7du2Snj17ysqVK9XfTz31lNx0002u6jZq1Ejq1asXTNTthI49d+SRR0rDhg0jPm5CCClFwy4itSIURGu3Eml4ql9HRJzIzC4OA+VFTDCLFXZApNAeFHinaEFEpHPjGtIs21tYSiveWbzJVlAwixVWQKTQHhR4p2hBCCGEEEIIIcRIwgoWe/fulXPPPVe+++479fd9990nQ4daGI9sQOgoHTYKHhSLFi2yLIfvtYcFyqMeIYT4DuaWvq+JVKoWXn3Uu+DV4nZIbPAiJoQjVoSzH1Jhwe+PUf3aSNXKKRG3ZSUoeBUrNBQtCCGEEEIIIYRIogsWhYWF0rdvX1mwYIH6+9Zbb5XHH7cw5oTgtttuUwm6wc033yz79u0rsR1/43uQmpqqyhNCSNSo10bk0oneRQuURz3UJ7HFjZgQiVgRaj9I3I3wVCQhOPbI6vL6gHaeRYtKKUmOgkK4YkUo0QJJu7fn5Xs6VkIIIYQQQggh5ZuETLp92WWXyeeff64+d+/eXa699lpZsWKFbfnKlStLs2bNSn2P7+6++24VSmrp0qVyyimnKC+NJk2ayK+//ipPP/20fP/996osyjVt2jSKZ0UIISLSpLvI1dNFPrpBZIezATEYBgqeFRQr4ocWGcyiBP5e+HLpxNmgw/Uiy989lAPDSayw20/lTJEBk4vDU5GEoUvTWjJpcGe5Y9JyWZOzO2T55tmZMrLfCbLw1z9LiRL4e8z8daWSZ4PKqclSeOBgSLFCo7frfWSkpcr4azpI7cx0T+dHCCGEEEIIIaR8k5CCxeTJk4Of58yZI8cff7xj+QYNGsiGDRsstz3xxBOyfft2GTt2rBInLr300lJlIIiE48FBCCFhAfHhxoUiG+aLfPuGyKppIoGiQ9uTU0Va9C5OsI2cFQwDVXZFCyuxQosTx11cnLgbuTBCiRXm/cCzAmJF/Q6RHjkpp54WM2/rKovW/SUTFm2QmT/lSNHBQHB7anKS9GxdRyXq7tT4CBVOCnWAWbSwEisgUJzY4HAZOHaJ3HpG05BihUaXg2cFxIp2DQ6P8EwJIYQQQgghhJQ3ElKw8JPk5GR588035aKLLpLRo0fLt99+K3/88YfUrFlT2rdvL4MHD5Zzzjkn3odJCEk0IEI06lL8ys8tNnwX7BZJyxDJrCuSnhXvIyRuRQsjRk8KiA03L/PuIaHEjn70rEhwIEJ0blJDvfLy90tObr7sLiiSjLQUyc5Kl8z0SiG9IKwwelPMuaubZw8J1O3Tth49KwghhBBCCCEkQUlIwSIQOLSK0C969eqlXoQQUuaAOEGBonwAMcEuDBSEJrMnRbiiA8UKYgDihJVAYSco2IWBys5KK+FNEa7oQLGCEEIIIYQQQhKXhEy6TQghcQdeD9tXi/y2rPgdf5OyS7iJqb3WQ4JtK7FCtbX1UCJuEjfgjbA2J0+Wb/5bvePvaBNu4uloJKxGgm0rsQLge52ImxBCCCGEEEIICYeE9LAghJC4AO+uDV+LLHlDZPWnJfNKJKWItNR5Jbowr0RZYvMS77kiAMQFL7kiUN4pHBTQ270cB/HFM3Phuj9lwsKN8vnKkvkeUlS+h2yV76Fz4xoq1JKfLNu403MuCADhwO9cEGjTKRwU0Nu9HCshhBBCCCGEEKKhYEEIIbFgy3KRj24Q2WFj7IN4sXJq8atWS5G+rxUnzyZlQ6wozPMmFhjFB9QPJVrYiRUIA2X2uKBoEVNW/L5L7pi0XNbk7LbcDvFi+o/b1KtZdoaM6tcmmKDaL7Fid8GBoBDQv31dT8IC6vshWtiJFQgDZfa4oGhBCCGEEEIIISRcGBKKEEKiza9zRMb1shcrzKAcyqMeiR8I56TFCqNYECosk1l8QH20Yxceyk6sQILtO1cXv5txcxwkYr5eu0P6vb7QVqwwg3Ioj3qRgnBOWqwwCgH/XrzJk7CA+mgnkvBQdmIFEmwvHnamejeD8gwPRQghhBBCCCHEKxQsCCEk2p4V7/UX2b/HWz2URz3UJ/EBiakRBsqLWGAnPqAdq0TXTmKF9qDAO0WLuHhWDJ6wTPYWGkK3uQDlUQ/1IwGJpxEGyswLc9Z6FhbQTriJrJ3ECu1BgXeKFoQQQgghhBBC/ICCBSGERDNnBcJAeRUrNKg3ZUhxOyQ+eBEL3IgP4ZanaBHznBUIA+VVrNCg3p2TflDtRIKdEBCusOAVL21StCCEEEIIIYQQ4gcULAghJFogwbbbMFB2bF8psmG+X0dEwsGNWOBVrEB4KCTkdlve6TjQjl24KRIWSLDtNgyUHT/n5MmidX9FfCxOooUODxUNsQIhpJC020ubdseKdiIJSUUIIYQQQgghJHGgYEEIIdHi2zFlqx0SHdFiZAtvYgVAeCgk4q6c6a683XGgPtqxCjdFwmbioo1lqh07IQDhoToOn+W7WAEQQgrJujPSUj21aT5W1Ec74YakIoQQQgghhBCSWFCwIISQaJCfK7Jqmj9trfqkuD1SNkWLvK2lv3MjPtTvcEi0cFPefBxarEA7xDfy8vfLzJ/88ViZ8dM21V40RYuc3ALfxQpNuwaHB0ULL23qY9ViBdohhBBCCCGEEELccGjZHCGEEP/I3SISCC/+fSnQDozi6Vn+tEfCR4sKVh4VGi/iA8SGm5d595BA+8f1o2dFFNi2K1+KDvqTNwbt5OTmS2Z6JV/agxCQfHC/yK7VtmX8Eis0EBvm3NXNs4cEjqFP23r0rCCEEEIIIYQQ4gl6WBBCSDQoDDPRth0FkcXTJ/8j3FwPxnoQCzLrWpfD927FimCdMEUHihVRYU+Yibbt2F3grj23OR4u73i07bbsrDRfxQpNuKIDxQpCCCGEEEIIIV6hYEEIIdGgcjV/20vL8Le9RGTzEpEX2x1KlO0WlEc91Nd/W4WBAvjea/ukTFGtcoqv7WWkhW4PSbO7j5gryzbuDFlWJ9q2AuGh0BYhhBBCCCGEEFJeYUgoQgiJBln1RJJS/AkLlZxqv6KfuANiw4QLRQrzDoVzcuMJAfFBl0f9NpeJLBntXMdL+6TMUad6uqQkJ/kSFio1OUmys5y9DCAw6KTZA8cuccz5gLIvzVkrj7azb0+3FQ1PC0KiQWFhoezevVv27NmjPh88eDDeh1QmQb/UqFFDfd60aZMkJ3PdGSEVHd73hCQmvPdJLElJSZH09HTJysqSatWqSVJSkpQFKFgQQkg0QL6Jlr1FVk6NvK0WvZm/IhIQzkmLFV5EBaNYAVDfSqyAmGT2uKBoUW5BvomerbNl+o/bIm6rae0Mx/wVRrEC7C44oEQLq5wRumz1yqXDQJkTb1O0IOWBQCAgf/zxh3oRd/1VpUoV9bmoqIjCDiEJAO97QhIT3vsklhw4cEAKCgpk165datwdffTRZUIko2BBCCHRov0gfwQLtEPCB7keThtaOlG2k6hgFitCJdi2Kk/RotzSv1MDXwSLVdvylNBgJRyYxQrNrWc0tRUrzNzSvalce1pzy+0ULUhZZ+vWreofIyNY0YVVXsQaveItNZX/whGSKPC+JyQx4b1PYgVEMYhkYN++fcqrp0GDBnH3tODIJ4SQaNGwi0itliI7ShsaXVO7lUjDU/08qsREiwZuRAWvYoXX9kmZp3PjGtIsO0PW5ESe7N5KOLATIO7r1bKUwGBX1piAW9ehaEHKC/n5+SXECoQ9gBt6Wlpa3P85KqtgdWVubq76jL4qCyvfCCHRhfc9IYkJ730S6/GG8Kzbtm1T4gVEC4RqzciIbx5VjnpCCIkWMLr0fU2kUpgJuFHvgleL2yGRA9EAIoMZiAo6UXY4YoWX9km5AAbTUf3aSFWfEnBDONDJsP0SK8ygLtpw2jchZYW///47+Ll27drqhdi5FCsIIYQQQgiJHRDEIIzVqVMn+F1eniGcdpygYEEIIdGkXhuRSyd6Fy1QHvVQn/iHk6gwskX4YkWo9r96ujiXBik3HHtkdXl9QDvPogXKX9ahvqVw0HH4LNdixfa8fHl+9lrLMFBeRQu0g/YIKSvs3bs3+Pmwww6L67EQQgghhBCS6GRkZAQXD8HLIt5QsCCEkGjTpLvI1dOLw0O5DQOF8qhH/MdOVDAnzgYdrhepnOlOrLBrH/UHTC7OpUHKFV2a1pJJgzur8FBuaJ6dqco/eeHxlsKBOTm2nVgBkMdi/DUdJCMttURZHQbKrWiB+mjHnBeDkHgCd3Mdl5k5KwghhBBCCIm/p0XK/36X69/q8YQ5LAghJBbAU+LGhSIb5ot8+4bIqmkiAcNDIDlVpEXv4gTbyFnBsBjRxS7nhBEtThx3sciEC4sTd7vNRaHLwbMCYkX9Dj4cNImXp8XM27rKonV/yYRFG2TmTzlSdLA4KRlITU6Snq3rqETdnRofEVyVYpdXwo1YoWnX4HAlNgwcu0Ql40ZZN6tddJvwrEB9tEMIIYQQQgghhJQHKFgQQkisgCGzUZfiV35u8Yr+gt0iaRkimXVF0rPifYSJBUSFhS9be1bgemjRAWLDzcu8e0gosaMfPSsqABAhOjepoV55+fslJzdfdhcUSUZaimRnpUtmeiVb4WDM/HWWnhXZWWmukmFDbJhzVzfPHhJou0/bevSsIIQQQgghhBBSrqBgQQghGogIuVtECveIVK4mklUveiIC2qVA4QxyPoRj7HdbD4mwrcQK1cbW4u1atAhXdEhwsQLG/W278mVPYZFUq5widarbG/e9gHwM4Rjiw61nBMfv9hyQ7NpKrAD4HtvdiBbhHjPFCkIIIYQQQggh5Q0KFoSQxCYQENnwtciSN0RWf1oyTFNSikhLHaapC8M0xZLNS7yHYQIQGdyEYUK5UAm29XYv+ycSCARk4bo/ZcLCjfL5ypLhk1JU+KRsFT6pc+MawfBJXli2cWeJEElugTgQyxBJ2J9TOCigt3s5D0IIIYQQQgghpCJDwYIQkrhsWS7y0Q0iO2yMihAvVk4tfiFhdt/XinNRkNiIFYV53kQDowiB+naihZ1YgTBQZo8LihaeWPH7Lrlj0nJZk7PbcjvEi+k/blMvJLIe1a+NyhHhVazYXXDAk7HfKB6gfrRFCzuxAmGgzB4XFC0IIYQQQgghhJBDJBs+E0JI4vDrHJFxvezFCjMoh/KoR6IHwjlpscIoGkBkcMIsQqA+2kF7TuWMCbbvXF38bsbN/ol8vXaH9Ht9oa1YYQblUB713IZz0mKF0dgPccCLeID6aAftxVKsQILtxcPOVO9m3JwHIYRUBL766ivlXYcXPhOSKGzYsCE49t96661S2/Gd3o6yxD0Vse8q4jmVFU477TTVr3iPFQ8//HDwepZ3rrrqKnUeDRs2jPehkAoOBQtCSGJ6VrzXX2T/Hm/1UB71UJ9EB+R8QBgoL6KBnQiBdow5JJzECu1BgXeKFmF5VgyesEz2FhpCqrkA5VEP9d3kY0AYKC/GfjvxAO1EI7+Dk1ihPSjwTtGCEBIP9uzZI6+99pr06tVLjjzySElPT5e0tDSpVauWtG/fXq655hp54403ZPPmzfE+VEJ8MfQaX5UqVZKaNWtKkyZN5Mwzz5R7771XPvvsMzl48GC8D5lUUCDKYl5t1aqVZGVlSWpqqnpv0aKFnH/++fL444/LokWLEnYMWt2ndi8YyQkhiQUFC0JI4uWsQBgor2KFBvWmDCluh0QHL6KBGxHCSzmv+ycqZwXCQHkVKzSod+ekH1Q7ofBi7HcjHviJl/1RtCCExJqFCxcqo9mQIUOUkXbLli1SUFAghYWF8scff8jSpUtl3Lhxcv311yvxoiKjDWBY8VrRiMfK4fLCgQMH5M8//5R169bJ7Nmz5emnn1biXaNGjeTVV1+N9+GRCsTu3bulb9++cvrpp6t5ddWqVZKXlydFRUXq/eeff5ZPPvlEHnjgAencubN8/vnn8T5kkuBUJA8QUnFgDgtCSGKBBNtuw0DZsX2lyIb5Io26+HVUxIwWEcwigzGnhFsRAmGhkIg7VDk3+0c7x/Ur6bmR4CDBttswUHb8nJMni9b9JZ2b1AhZVhv/zeKAMRdErMUKhJdCQm8v+7M7D7TTp229qHiAEEISkzVr1kjPnj2VoQxgZe8//vEPadasmVSuXFkJFj/88IN88cUX8uWXX8b7cAnxDaxg79OnT/Dv3Nxc+euvv+S7776TmTNnyjfffCObNm2SG2+8UaZNmyb/+c9/pEqVKnE5Vqwg5yryigHmV4wvcMwxx8h1112nhODDDz9cebqtXbtWFixYIB9//LFs375dEp2TTjpJCTtOoO/KuyBQUURyeLFZhbUjxG8oWBBCEotvx/jXDgWL+IkWC18unSDbToSAuIAE3MbcGE5ihd3+K2cWt0OxogQTF230rR03gkUo0WLM/HWlEltHU6wAEBeQyNuYY8PN/sznkZGWqtqhWEFIfMjL3y/bduXLnsIiqVY5RepUT5fM9EpS3rnvvvuCYgWMQlZG0R49eshdd90lO3bskEmTJsXhKAnxH4Q+O/bYY0t937t3b3nwwQeVYNG/f39Zv369TJ8+Xd0b7733HlcZk7D59NNPg2IFhOKpU6eq0HtGTjnlFDXWEKJvypQpUr9+fUlkqlWrZnmfEkISGwoWhJDEIT9XZNU0f9pa9Ulxe+lZ/rRHvIkWbsUKTf0Oh0QL5LYIJVaY9w/PCtRHO6SEcW/mT6bE5mEy46dtqj23xkE70SLWYoWmXYPDg6IFcmS43Z8uB88K1Ec7hJDYgXB08BSbsHCjfL4yR4oOHgpPl5KcJD1bZ0v/Tg2kc+Ma5dKIiRAkMKDpVayhVnAjn8VNN90Uo6MjJL6cfPLJsmTJEmnbtq389ttvSqy79NJLVTgfQsIBAoVm5MiRpcQKIykpKXLRRRfF6MgIIaR8wRwWhJDEIXeLSCC8OPulQDtWRnPiP3Y5JYy48ZiA2HDzMvdihXH/qEexohRYiWw07kUC2snJzfdUxy4XRKzFCg3Ehjl3dfO8P5RHPYoVhMSWFb/vkp7PzZPL31gsn63YVmo+w9/Tf9ymtqMcypc34DGxb9++YGiSWOR+8JJHAclmkegbhuMjjjhCrbQ94YQT5Mknn5T8/PyQoa5uvvlmtTI3MzNThbeqV6+etGnTRiW6ff/991WeDk3Dhg1LiE6PPPKIY2JXJMzV3+MzjnXs2LEqLn12drYkJyeXKK/bDyUKYTvKoXyoa/foo4+q1di1a9dWSaMRFqVjx45yzz33yH//+99Sbc6dO1f9jXfzuRn3t2HDhuD3oUJ7OJ2XMcE12kR/P/fcc9KpUyeV4NpuvCD02MCBA6Vx48ZStWpVlYj4uOOOk7vvvlvlV4klOM7XX389+DfGnhO//PKL3H777ep4q1evrkJI4TzQP8gFEy7mvtQgdBCuO4zbuFdCgePX7axcudKyDEJi3XDDDdK8eXPJyMhQ9x0+I8cN7iu3xxir671z506VJB3JqtHfuB+QOP2DDz6QsgZCjGkinXPdgHni/vvvV6LbYYcdJunp6eqeHTBggMyfP9+2jr6O8PKwQs8peN12222WZZ566qlgQnvk7YgFmIfnzJmjPAIxN2LcYf84d8z9+N54DdyAnCLI34R8Nui/unXrSr9+/VRCdDus5tDJkyervDh4DiHBuvEZ6DZHBO6p0aNHKy8w5J3CswbPt9atW8ugQYOU945V3j8cK8YB9lmnTh31PMR9pnNX2c0F+p7G81BjlfTcOCe5fYb9+OOPql+bNm2q7nt9Hpg/je256VuErDzvvPPUuUEExLXCeUFoJhUXelgQQhKHwjATbdtREJsfZuR/ooFdGKjMuu5FiHDDOTEMlCUIm+Inuwu8twdjv10YqOystJiJFZpwwzkxDBQhseXrtTtk8IRlstflPIZcPf1eXyivD2gnXZrWkvICjBYaJH4tSyDh97nnniszZswo8T0M8XhNnDhRJUeGgcIMDJUI5YM2jGzdulW9kJMD4a9gMPEj1AjEE4R3mTVrlsSCd955RwYPHqzi3Rv5+++/lUcAXvAGcDL6xBrkQoFnwvLlyx378eqrr1Zhl8ysWLFCvZAA+91331XGqVhxzjnnKIM9DJfffvutMqLD6GhmxIgRMmzYMNm/f3+J7xFSCq+3335bGQ0hNPkFxLyjjjpKGeb+/e9/q3wITqAMgPEWxkqzsRcGXYgMZqMnhAq8xowZIy+//LIyNJaF6415C+KEUdhAu5gb8EL7Xbt2lbI65+I6RAsk67744otVbhYjGzduVC/MofCYe+GFF5TAavSkw9iAERtiLMQrM1r8BChjhS7Trl07JXzFAtxbRuO6ZteuXWrexwtjCufuxlPqs88+U31onGu3bdumnjEffvih8pKxE2w0uJeuvPJKmTBhgkQC7qULL7xQzSVG8JzDtcLrzTffVNuNYgGM+rgPzGCewhjEC2InxgHy9cQCCKeYCzHnGNHngWsEYQb9Fop//vOfShwzgmcfxDZcI4zDli2dF7CR8gkFC0JI4lC5mr/tpcXmh1m5BgmvwzH2m+shwbadRwu+x3avnhMkYhDj3U8y0lI8JbqGkR8Jtq3ECoDvsT3WogUhpGwDTwkvYoUG5VFv0uDOcuyR1aU8AK+FBg0aKOMVDDlPP/20WtVsNF7FCxgzYBw+66yz1EpJxHHfvHmzvPLKK2o1JYwaMGJi5ShWl2tycnKUcQZGHKy0/r//+7/gCm94k2AFPAwYiA1vNu6hDlZ2A+zTbLyxS+w6dOhQJaIgYTlWl6JPcRxmQ6EfwOiljThY7QsDNQzqEG6wihnHgWS9SNyreeKJJ5QhGv2CVf5WSWyNhtRocO211yqBCMd+ySWXqOPFSmcdEgdGPSQj1iHKcG2xihmr7jEeIcLAOIg6KAfPApxHLMBK3jPOOEMJFuDrr79W52DkmWeeUZ4t4Pjjj1fjByuHsbIb9V566SVZuHChPPbYY2os3nLLLb4dG8IGPf/88zJv3jz5/fffVW4OKzA2IAKAK664otR2eCTh/gIw8mMsa68HzA8QMn766SclluH6YbzH83rj/oJQqMUK7AeeGrjvIa6MGjVKjXN9zmWBE088UT755BP1GXPTRx99pAQCv4FxG32KOQ0eBtgXrhe8Zb7//ntl4IVhG+ITvsPcbwQr8THHGoUJDZ4XRjEU4wrJ6vE80Rw4cEBdM9CtWzeJFdgvPCAgRnTu3FmNJ8yTeHYgJw3GN+bJyy+/XHkSORmyMa5QDt4Qw4cPD3pEwCMI/YXxB28AiAMXXHCBbTu4b9BHXbp0UfNCs2bNlLjsRVCGqID62lMF+8P1xL5xfniu4RmG8WTVJ3h29enTR93XmJdwzXF+6AMIFRAYMUbgpdS9e/dgXewH9x36DSICwH1txm7OsQJtQdgFGPt4fsIbBiEqIfpjLoVAhPkHcyW8UuyA0ILrijGGeUn3LcRhvOAtBI9KzL2k4kHBghCSOGTVE0lK8ScsVHJq8cp+Ys/mJd5zRgCID8acEfjbnMPCjN5O0SKmICEtYrz7ERYqNTlJsrPceRlAhEDOh4tOPFLGL3RO+q1zXFC0IIRoI9odk5Z7Fis0qHfnpB9kxm1dyk1OCxgpYcwGCKuCVYkwhGDldocOHVRohXgAsQKruI3heLBSFwYUhL7ASlIY37HdKCzAAKpXw2KFtdmDAucFIyoMyEZg6DACo6db7wsYoyCwwBgdTeAdolc74/iszg9GLayahoHOaEzCC0aqeCWxRR9hdT4M2UbjrQbbcO1gXIXgcvbZZ5eoD9EJYWxwfjCaY1WzXUibaGA8VnNYJBh2kbwePPTQQ+plvP8xbpH7AsZ0rOxGWZyLnQDmFawAh2CB1crwRtD3s513BQSByy67rMQ2iIBarDBfJ9C+fXvltQSvJ4TcgeACQyKMufG63rjf9DiHQRkrrY19DqEDoXNgyC0roD9gkN27d68y6EPcRJ/C4Ipwbgh554d4iLkTYgXE3GnTpinh13gtMWZOPfVUNXbhGYQ5EeF4NDgejAd4E6xevVoZsjVaxEB5nAeED4hlRqM9DOF5eXnqs5vwf05gPncSnTCf6ecUng24/zCujGDswWCP5x3GFoQ9jBknrweIvgjrBmO3UdiAEIK28CyBaAFDP66heZ/GewH9q8MrhQPuPYgVuHfhYQdxTwviCO2EY8L98ueffyqB0QgEbQgv5u8RJgzHjXsZQgaOE31nFCwguOKF540mkmcHBAQsigDwUsOCA2NSeQgX+P2B+x7XHeMY48uubyFWQLTH7wBj30Jgxn2EeQb7gEiH8yUVi/gvrSGEkFiBBNkte/vTVoveTLjtRqwozCsWEyA6uEGLE6iH+tPvthYrrMQiL/shvoAE2UhI6wdNa2e4SrgNsQIixO6CA5ZiBcJAmUF51COEECTYRninSPg5J08WrftLygtYIYoViBqs+sSKSxhYsToVK6PxGauCrWJjRwvE5n722WdtV6zqVcnayKqBgQ3AGOxkWEGse7z8AGJHqNwdfvDiiy8qAyFAuAyn8zMagcoCMIKZjeAajCu9whvGM7PxWoNrCmMvgLHX6EUSbWrUqFEiZ4IReAIgvApWIpvFCg0Mjbh+8DCA4fE///mPb8cGw7H2DIIx066PIWZoY7R5RbQOqQJvDbvrhJXcWujDKnusNI/X9YYxHqKl9miB2GoGRk6UsTN2xgPcl8ifo0MkwesLYwGGdAjEMD7DeIy5D14L4QDvFAi+AMZco1hh7FvMIQBCl3keNXpFmEM+6b8hRGgxwq4MBBMII5EAYRrj2+5lDHcEjwOn643wadpgDqEs1DPtgQcesPTCwD2nRUqIH8Zk6mZg8Md9E65YAcENApC+X/A8dpqnzM813OtmscIIRBkdpg6iIESPaAGPJ/0MgweU1XMKwoIWH9G3Zm9II/Cmwbxq1bdG4RZecaTiQcGCEJJYtB9UttqpiCCckxYrvIgJZk8K1F9S/EO7VILtO1dbJ+KmaBFz+ndq4Es7q7blhRQVtFjhlGB78bAzLRNxU7QghICJizaWqXZiAQypMOrBKALDoXnFNEIbwcCGVY8wqP36668xOS6sILUzssDYh+0Aq6+1SKENGNqo7GRE8hOEojGGpYoWWCkNICQ5heMpi1iFINJglbceV1gV74QxH0Esw3wYY/DrleMaHeIHxn4noyQMl1pY8PvYsYJahwKyykcDQ6RONmy+FliprQ3MofofxluEaQl1DtG+3suWLQsKR/Bcset3GKitDPbxBF4fuEYwPuu+NCZVhnH1jjvukCZNmqiwNl4x5tKxE430anZtjDfn34FgrL0qzGKE9rBwEix0GXg2IJlyvMDYxgp9PCd0XhT9XNHb7MCYwtiyA0KJHndO+YsQmiuSPtDzPgiVL8MN8FzAwgRjnxhFHoR/ixa6nzAXIh+HHfCUMdexAvOHDjNnBnmH9Ly9bh3/x6uIULAghCQWDbuI1IowKVPtViINI1tJUqFB7gmEgfIiJrgJ+wQgUuiwT3inaBF3OjeuIc2y/cnn4iQquBErdNgnvFO0IISYycvfLzN/yvGlrRk/bVPtlSd69OihEoxideX06dNV4lIYWrD60rjSFaEaEJoo2iBsiRMQTzTGmNow5MMYAhDHHCu9sVoZBk7EyI4GWOEdbbCCX4dFwYrl8hJyzE0fYVxpENoE52b3MgoHRqEq2hhFCqyC18DTAGFOAFYFOx07Xvpc/T52rLrWY8LKy0KHg4JxD8KKEYRL0clvESoq1Dkg3n2oc4j29Tbe817minDvO7uXOcG6WyCkIIwXBGHMTcglAU835BfQIBY/DObmfDOh0PMEQuKESuqNMFQA3ivwWjGixQhjHguE4ILxF9cGXhi6jM5jATDP6vBdfuSvQBvwhLB7mcUS3JPwWIG3BZ5fEHjhjaY9MowJ4/VYtgJhpsyCkhF4+enk1lZ5Hfx6PuD+BEcffbQKIRYOOE/kjYARH+IJzs3YJwgNZSwbLfTYhJDl5AkDwUz3rVM4MGOoMit02D2zyEwqBhQsCCGJBX7o931NpFKYCbhR74JXi9sh9ngRE8IRK8LZD4kK+IdmVL82UtWnBNxWooIXsUJD0YIQYmbbrnxfcu4AtJOTmy/lERhjEfP6wQcfVCEzYFAbO3Zs8B9/iBUIkxFtjDGz7QwaGmPoFITEwHEjDAaMWQhbg9XKCNeDpLBY1WlcseoHfuUicALnqMOXaC+S8oRTH23fvj2sNnVokVhgNOIZkwuXlWOHMRNiolGc0MCo/sEHH6jPMExqQS+a5xDt6228573MFV5BSBqncETYHqmHG4y3yMMDTzfkR4GgYwyjdOedd3oyuOq+wTi1yzGiQcg/gLnFHOpMiw06j4VRvGjVqpUy2GPcwfiN+shjoQ3sOr9CpPkrvALRHceGEEwQLkKBkFx2hBpXxrHlFL4r0ueDnnvCnfchiMGw/+STT6rxFSoMllOfRIruJzd9q8emU986hbrS9xeI1mIFEl+YdJsQknjUayNy6USR9/qL7C9O2uharEA91Ceh0eKCWYwwJsiORKwItR8k7j6uX7HHB4kqxx5ZXV4f0E4GT1jmKZEtRI4+berJu0sOJQ41J8oOR6zQ6O/N9ZGwu0/belI7012Sb0JIxWBPmIm27dhdUDH+QcaKbIS+QIJMHWt+8uTJKv65NgZEg0g8CGC4/eWXX+TDDz9U3iIwpP3222/KiPbRRx+pV8+ePdV5hDJ4uCEW4aDKO059ZDQmIbySXlkbCjdGL7/Qq5wBVilbHTtEPiQzdoNOgO4nCMOEsY4wNwifBO8FMHPmzGBceqtQTcZzQPJaJBN2g5MhNpbXu7x5G4UCCcNnzJihvCMwj0FIQFgceIx5IdJ+MYoN8GKA0dsYDsoobGDMoQwSb+syfuSv8GrYR2g0CFvwzEEOA8zzCK0FTwudzBxJ45GUGTgZ7/0aV/F8PsBrBuETcf/DowGeJ0gYjrxLuH91OCV4zaCfQCxyVVW0e5bEBwoWhJDEpEl3kauni3x0g8gOe2NoiTBQ8KygWOGfaLHwZZE8i5ATHa4XWf7uoRwYTmKF3X4qZ4oMmEyxIoZ0aVpLJg3uLHdMWu4qoW3z7EwZ2e8EJXY0rplRSlTA32Pmr5Oc3IKwxAo70SIjLVXGX9OBYgUhCUg1nzzBNBlpFcuIDcMPEmQiJAgMaDCA6MTX2gABQ4cOLeMUP9sN8Oxwu9244t2YIBjGWW2ghUHt008/VQk6scoURlwkTbVL7O03WtwJt39wjmgD9aMdkssoRPl1Pd0mtMbqf6dk4vEA49oYR91ohDUeOwyC8Tx2iCUwSMJIibBQWrDQHhcw2hpDv1idAwS8aJ+DH9fbKJZgLoABNty5xAmIKbEw4FoJWgjP9dhjj6m/IVy4Rc+HmKMPHDjg6GWhw2xh/jYLUFjhjn7FfAkx4oYbbiiRcFuDz2+99VZwm36H4GIMKRhtkLwcYbQAROkzzzzTspzbZOZuxo0uY/UM8gsdliqceR/ijM7fgMTqxtwQRsJN8O4V9BPOw03f6rEZzb4l5RuGhCKEJC4QH25cKDJwmkirPiJJJsNDcqpIqwuKtw/5hmJFuNiFbbISK1Cu1zPFYgNEBzdihXk/WqyoH348WxIeEB9m3tZV3r2uk/Q6ro6kJJdcXZOanCTnHldXbZ9xWxdV3il8k5VYMbBzAyU6uBErNLp9LVa0axD90B6EkLJHnerppealcMF8lp1V8YRPeFnYrZDUSUXNYUWMwPDn1vD27bffut7uxuCJsCX/93//p+ohfjyYNGmSxAo3/QNgHLTCaAxHUt5wjKhuV7UaE8Q6HS+MXHrlfiS0bds2+HnBggVS1oCXDmL8g06dOgVDlQDEx9dG2XgfOwzOCOemxzaM1RCUdPJ5uwS1MCzrsRGLc/Djeuvk5V7niooy3zqh5wkIV0jC7sSSJUvUO3JnaA8EuzwWCH+F+VvnrzCXQR4LeDn4mb/CC0girQ3cdmKFOYeKExC5neY35K5B8moQTZEPIcPApk2bXIW5suoTcMkll4TdJ355ROh++u6779T85BQ2Tp9rWROwSdmBggUhJLHBw7lRF5F+b4sM3SBy0xKRQXOK3+9ZL9JvfPF2ujVGR7QwYhQnIDbcvMy9WGHcD+pRrIgb+MHbuUkNeeWKdrL8wR4y646uMuWmU9T79w/2kJevOFFtN/8wthMtjGD7I32OlTl3dXMtVhjbRz2KFYQkLpnplaRna38873q2rqPaq0ggzMbKlSuDeS6Mq6S1IBDK8IH44noFbCgQc98uljaMsFpsQLxyL7G9cew6Sa9VclF4ZoCCAnsPvnDQ/QNDjZ3YAOMSjH52IAm6NqRpI7QX3J4bDN86z4HT9Xzvvfd8WX0Og5wWkRBqLD+/7OR/wRjBynINEmubw7306tVLff78889l1SoXntlRRHsUwZj6xRdfyJQpU4K5H6zCQQF4SkGI0d4YOol4tPDjeiNskvYImDBhgu04hJEd16Ws4OV+Md57EMbcYjTWI/+QHQgbpud0OwO/MY8FwoUZ81dokAhae6K88MILwTk+1vkrtAEc48nOMwz3AsaLG3A+b7/9tu12eJXo6+kkkESKnveBV49Aoyhg5w2HvnrjjTdcPTsifTbqfsIYQUhGO5DPJRZ9S8o3FCwIIUSTniVSq7nIUe2K3/E38Q+ICZk2Bgd8bxYnwg3nxDBQZQYY846pnSlt6h+m3kMZ9yAqZGeVXhkI8L0WKcIN58QwUISQ/p0alKl2os3u3bulY8eOKgm1U+gfbEOoGZ349fzzzy8lLGvD1uLFiy1XTcPghTbcgvJINmsFkmjrxL1DhgwpsQ2hnpxCZ+zatSu4qliLCEa0+PHrr7+Kn+j+2bJli7z77rultqNvr732Wsc24CGicx8MHjxYVqxYYVsWOTvszg0hQkIZTrt27areIYxY9cXPP//sW/J1hKAaNmxY8NiuvPJKR6MYcpEgqW60+eabb6RDhw7BvkSIHox9MxAxIFzgPoEXg1XfG/M3IFyTU5lIjZsQ5QD2o8NBIQm904r3+++/P9i3OAcnYRHX5uWXXw5bWPLjeuvcOgBeBM8884ylsfa6665TngZlBcxXw4cPDxmCB2LT+PHj1Wfc816MthizJ510kvoMQ/Ts2bMt50HMIfp6mOdRjVF0gBhh/k6jx5YugzZ1EvhYAS8RLUpYec/h3kNIJMzBbkFILsx1ZiBMPvHEE8F5FXkhogWuPQQ6gJCGEIrtgEeIUejXfaIFFiswf0FId8K4KCCSZyPuWZ03Cs93q6T1P/zwg7pH9LyFvCiEWMEcFoSQsk9+rkjuFpHCPSKVq4lk1aOYEG3ycsIz/DvVQ4JtqzBQqt7W4u1ePSoqEHn5+2XbrnyVFBZx1hG6JFqrd7fn5YdlvA+3nluQYNsuZwW+x3avnhWEEGKkc+Ma0iw7w1WuHaccPJ0al5+YyzDew8ipDQOIe48VswgLBKMlkg1jle6PP/6oyiP8jY6rbuT6669XMbJhJER7SECMWP8wFkLAGDVqlOzfv18ZUHR4HSdgcHv11VeVNwFWuOv8GfgOooQOLWNc/Q4gBmD/PXr0kLPOOkuFk0CIEAgCMPDD8KmNJOa6AAmHsc+PP/5YrSg+5ZRTgqtLYQgON9Fz//795eGHH1bGVwgTCK2CvCAQfpYtW6b6B0ZsnJMxwbMRhCLC+cPAC8EGhkkYZBEGCNsgQOEccewwspkNSzi3cePGqboQfXBMOpwRQk7humtuvPFG1Q6MXzBQ4thxbNgHDKDPP/+8WmUNQ70fK/JxLWCkRex5eNfAgAaDKs4Rx4h+W716tYqPj+PCNYGAEwkYB0bRB2MEBj/0P5IeQ7DQ9O7d23a1OsITjRgxQm6//Xa1Yh1jDvdD9+7dJTs7Wxn2EToGK9oRZx+CGu4n7WXgJ+iXCy+8UBkn4V2hjfUQW4y5SczAS+TWW29V1xWJu1u2bKmuCe5heFNhdTbGLMKRYWU0QoUNHDgwrtcbcwwM07hvhg4dqoQL3Bu4RxFaDfcUwkFhLnEbBigWHjuYVx555BHV5zD0Y7ygjzF3oo9xvjgvLSI//vjjQRHKLRAqIEbj+mM/EIsxL0L8wPh+6qmngrkNkJzaLuwOwlIdc8wx6rggctgJFvgOAosuc8IJJwS9tGIFkktDCIP4BcM4xgOeAxhP8F6DsR9zLeZ0N6HIcN6Y2+B9hPGlzxtjEv2nzxXtWoXT8hN4heDewPyLexnjA+IpPFtwb+BawpMI8wvmNJ3IHs8Y3A+Y8yFKYh5C8nbkxcA11YJWqD7Bs0ODeQ75nyBi6IUL2J9TrhQNnhkQF2+66SZ130KIuffee1X7GP/IFYTtOE+0DQ8sPJsIsSRAyjWbN2/G0hn1WrNmTbwPhxD/OHgwEFg3NxB4r38g8PDhgcBDWYde+Pv9AcXbUS4B2bt3b2DKlCnqhc++smlxIPDEkYHAghe81UN51EN9q23Ga2j38rrPcs7BgwcDC37ZEbhhwtJA439+GmgwdFrwhb+HTFyqtqOcXyzd8Feg9YMzAqPn/uqpHsqjHupHA7RvPH+7l9fjrmhE9d4nJEbgN+vKlSvj9tv1x9/+DrR84DNXc475hXqoH2uKiooCO3fuVC98dsu+ffsCderUCf6/EOrVtGnTwNKlS23bGzVqlG3dI444IjBv3rxAt27d1N94N/Pll18Gy8+cOTNw1lln2bbXokWLwO+//16qjYEDB7o6lxtuuMGyr77//vtAWlqaZR20bXWs+OyGSZMmBVJSUizbrlKlSuCDDz4IHn+DBg1s23nrrbdUeafzs6qfl5cXaNy4sevyt9xyi237Rx99tLpPUc/cN5px48YFy69fvz5k/xQWFgaGDBkSSEpKCnn9GjVq5KrPnY7JzQvn99prr7lqe/To0YGqVauGbLNy5cqBtWvXlqiL/tHbcYxu+tLuvv/iiy9K7RPjOhT4PfnII48EUlNTQ55DtWrVSv3OiMf1XrFiheMcdtVVV3k+rmjidE+ZX+np6YF//etflu24OSfMoVlZWY77uOmmm0I+MwYNGhQsj2u1ffv2UmWM4xev2267LRApui2rZ4UdY8eODSQnJ9ue7yWXXBKYNWuW49xtfEZNmzbN9p7GfkaMGGF5HKHuZzMPPfRQsLwdePbWr18/5Lgxj4cZM2aosWRX/rTTTlP3Uajj7devn6t9unmGPfHEE47XCc/g8ePHR9y3Ts8nErvf6Ea7ND77BUNCEULKHluWi7zSWWT8eSKrPhYJFJXcjr9XTi3ejnIoT/xh8xKRCReKFOaJfH5/sdeDG1AO5VEP9dGOeZsZq/BQXvZZzlnx+y7p+dw8ufyNxfLZim1SdBDP+EPg7+k/blPbUQ7lI2XZxp0ycOwS2V1wQJ6Yvkp5LLgB5VAe9VAf7fiJbt+MVXgoL8dNCCFWHHtkdXl9QDupWjnFUz2URz3ULy9gZSZWmWNlJVb8YqU+YqVjFS5WzmNVb4sWLVSyToSWwcpNHZrCCqy8xMp0rOpEfHmEbUHYJaymxKpeLyFCsGIVyY7htYEVrliti1ASWM2OFcdYkW1MSmuM8T1x4kS55ppr1MpqeI6grSpVqkizZs3UqnCsEoengtWKcyQgxkp4rGI9+uijLZMUh8vFF1+sVu1jhStWmuK44DmCY8JKcITicQPKw3sCq1xxPdA3uF7oc/QVVhnjOpjJyMhQ+8dKeqyg16E57MBqe1x3hIfCWEAfNm/eXK2IRf+jDT/BSlpcb4QEwYpwXGusjsa54R3XBt4pWEXsd64IrA5G/2GlMDwjsKIaOVewclmHzgkFvF1QHvcSVixjFTPaxf2EsXfRRRfJa6+9pu45rN6OFjh+YwgX5BxA34UCK5rhtQDvhHvuuUfdP/BOQv/D4wrtIA8GVtLDSwTjId7Xu3Xr1mr1PI4X3lu4X9Hvp59+uhq78CgqS+CeQjJheFnAwwnniHGHcYL+xJyGEEAIN4TrcPfdd4e9L3iYYRU95gPsB/cw+gfzGq4j5kF4nDl53gBjKDFz/goN7hujh1as81do4FmB84K3II4TYwz3wtlnny3vv/++CqeE8eWWc889V3nnoF2cH+ZseCzgXkZycbuwhdEAcz085xB2C/c4zg/jBvM67h14dcFbQntXaPA8xjlgvGF8oU9QF9cVHgyoo0MNOoHn6r/+9a+gF1SoceMExiR+E2DObNKkiRr7OAY8U/B8gncVvKUIcSIJqoVjCVKmgZsVfgQDPPCMMewIKZf8Okfkvf4i+62TRllSqZrIpRNFmnSXRAHu+zrBHH6sRvoPRTCc04vtikUHu2TYVlgJEpUzi5Nf/zjJWqzQbdqJGaH2Wc75eu0OGTxhmewtNIlxLgxlXZqW/ifCbTin7iPmKtHBnMjaKcySlZiQkZaqElj7ER7KTqzQxxVqe6IRlXufkBiDcEEIDYB/xOP52xVC8B2TlrsKD4UwUCP7nRA3sQKhQxBCBcAoFYkhgRBSPuB9T0hiwnuflKff6Ea7NEJ7+hUOkaOeEFJ2gKeEV7ECoDzq0dMiMpB74rSh3rwe7AQHtBNKrAB4x99e9lnOgYHMq1gBUB71wvW0gLhw6xlNPXks2IkFaCcWYgXAO/72ctyEEOIGiA8zb+sq717XSXodV0dSkksmmU5NTpJzj6urts+4rUu58qwghBBCCCGkvMKk24SQsgGcvT66wbtYoUG9KUNEhnwDf2e/jy5x0EKCWWjQfxu9Hpy8I6zasPOc8LLPcg6cGrGa16tYoUG9Oyf9oAxnOgmaF7QIYBYJ9N9Gj4VoezZ4ad/LcRNCiBcwl3ZuUkO98vL3S05uvuwuKJKMtBTJzkqXzHQmgySEEEIIISSW0MOCEFI22PC1yI4IY9VuXymyYb5fR5S4uPF6cBIrjusn8tXT1tvsxAe7faIdhKqqICxc96er0CNO/JyTJ4vW/RV2fTceC9EWKxCe6vnZaz21b3fcaAftEUJIpECcOKZ2prSpf5h6p1hBCCGEEEJI7KFgQQgpG3w7pmy1k+g4iRYjWzh7TyC01IDJxXkszNu87BP10Q7aqyBMXLSxTLTjJFp0HD4r6jkjEE5q/DUdVC4ML+2bjxv10Y4f4akIIYQQQgghhBASfyhYEELiT36uyKpp/rS16pPi9kj0RIu8raW/MwsS9TscEi28JNDW+9RiBdqpICDUyMyf/PEWmfHTNtVeNESLnNyCmCS4btfg8KBo4aV9fdxarEA7hBBCCCGEEEIIqRgwhwUhJP7kbhEJhBfTvxRoBwb19Cx/2kt07PJLGLETJCA23LzMu4cE2kJYqQrkWQG27cqXooMBX9pCO4izHmm4ErvcENEWKzQQG+bc1c2zhwSOp0/bevSsIIQQQgghhBBCKhj0sCCExJ/CMBNt21EQWY6ACkG4eR+s6qkwT3Wty+N7J++JcEWHCiZWgD1hJtq2A0lhQ+EmtwOM/9lZaZbb8H20E1qHKzpQrCCEEEIIIYQQQioeFCwIIfGncjV/20vLkIRm8xKRF9sdSpDtFpRHPdQ3f28VBgrge6/7SVCqVU7xtb2MNOf2kDi7+4i5smzjzpDlrMJAAXyvE3ETQgghhBBCCCGERBsKFoSQ+JNVTyTJJ2Nucqq9N0AiALFhwoUihXnFYZzcigkoh/Koh/patNDfO+FlPwlMnerpkpKc5EtbqclJkp1l72EAkQFhnnYXHJCBY5fYiha6nBPYTtGCEEIIIYQQQgghsYCCBSEk/iDfRMve/rTVonfi5q9AOCctVngRE8yihBYtvhxuLVZYCUIULUKCfBM9W/sT6qpn6zq2+SvMIoQWLczhoezECqvwUBQtCCGEEEIIIYQQEgsoWBBCygbtB5WtdsojyPtw2lBvYoKdB0XDU0TmPm2dYPvO1cXvXvZDFP07NfClncOquhMrNLee0bREzge7ckiwvXjYmerdDEULQgghhBBCCCGERBsKFoSQskHDLiK1ShtJPVG7lUjDUyWhQQJst2KCnVjR7GyRNTNKf492dYJtL/shQTo3riHNsiPPsfLO4k2lxAMnEcKYONtNObxTtCCEEEIIIYQQQkisoWBBCCkbJCWJ9H1NpFKYCbhR74JXi9tJdNyICZGIFV72Q0qQlJQko/q1kao+JOA2igd+ihUaihaEEEIIIYQQQgiJNRQsCCFlh3ptRC6d6F20QHnUQ30SWkwY2cJarOg2VGTDAndiRaj9fPV0cU4NUopjj6wurw9o51m0qJSSZCkedBw+y5UIgRwWz89eG7KcG9EC7ZhzYhBCCCGEEEIIIYRECgULQkjZokl3kaunuw8PhTBQKI96xJ2YkLe19Hcod/owkQGTRSpnuhMr7PaD+mgHOTWIJV2a1pJJgzu7Dg/VPDtTPrrxFEvxICe3wJUIgRwW46/pIBlpqY7lQokWqI92jDkxCCGEEEIIIYQQQvzgkNWCEELKCvCUuHGhyIb5It++IbJqmkig6ND25FSRFr2LE2wjZwXDQNmjxQYrjworUaJ+h2KxYcKFxQm8Q4kV5v3AswL10Q4J6Wkx87ausmjdXzJh0QaZ+VOOFB0MBLenJidJz9Z1VKLuTo2PUOGkUAdYeVS4ESHaNThciQ0Dxy5RibhDiRUaXQ6eFaiPdgghhBBCCCGEEEL8hoIFIaRsAhGiUZfiV35usVdAwW6RtAyRzLoi6VnxPsLyA8SEhS9be1agL82iBMSGm5d595BAO8f1o2eFByBCdG5SQ73y8vdLTm6+7C4okoy0FMnOSpfM9EqW4sGY+essPSuys9JCihAQG+bc1c2zhwTa7dO2Hj0rCCGEEEIIIYQQEjUoWBBCwgMiQu4WkcI9IpWriWTVi56IgHYTRaBA3odwDP5O9ZAA20qsUPW2Fm83ixbhig4xEitg3N+2K1/2FBZJtcopUqe6tXHfL5CvIRxDvZd6OH4354CE11ZiBcD32B5KtAhXdKBYQQghhBBCCCGEkGhCwYIQ4p5AQGTD1yJL3hBZ/WnJME1JKSItdZimLgzTFA6bl3gPxQSWjhP5erh1KCaIEU7hoIDe7mWfcSAQCMjCdX/KhIUb5fOVJcMnpajwSdkqfFLnxjWU54JfLNu403MIJQDhwO8QSmjTKRwU0Nu9HCshhBBCCCGEEEJIWYBJtwkh7tiyXOSVziLjzxNZ9XFJsQLg75VTi7ejHMoT72JFYV6xgAChwS3z/lVcD/XRTiixAmGgzHjdZ4xZ8fsu6fncPLn8jcXy2YptJcQKgL+n/7hNbUc5lPdTrNhdcEAJARAMvAgLqIf6aCdaYgXCQJnxcqyEEEIIceatt95SiyHw2rBhgyQSp512mjpvvBN/0GPp4YcfLrXtq6++Cm7H53hz1VVXqWNp2LBhvA8l4cYCKV9zNvaj94n9l2fK2jxEEhMKFoSQ0Pw6R2RcL5Edziu7g6AcyqMecRfOSYsVkQgIWrRAe3ZiBRJs37m6+L2ciBZfr90h/V5fKGtydrsqj3Ioj3qRgHBOWqzwIgSYhQUtWqA9v8UKJNhePOxM9W6GogUhhBArCgsL5d1335Urr7xSWrRoITVq1JBKlSpJzZo1pV27djJkyBCZNWuWHDx4MN6HSioARiMejN+EVCR+++03JTZ06dJFatWqpebSKlWqyFFHHSVdu3aVW2+9Vf7zn//Irl3+LKYqb2jBy+2LEEI0FCwIIc7AU+K9/iL793irh/KoR08Ld3kfEAbKi4CAMFBWoJ0fJ9mLFTrsE97LgWgBT4nBE5bJ3kKTR08IUB71IvG0QL4GhIHyIgTYCQtoJ9z8D05ihQ77hHeKFoQQQkIxefJkad68uVx++eUyYcIE+fnnn+Wvv/6SAwcOyJ9//infffedvPbaa9KjRw9p2bKlfPrpp/E+5ISBK9njB/o8kQQVGNhpII6cN954Q82njzzyiMyfP1/++OMPNZfm5+fL77//Ll9//bW88MILcvHFF8vgwYPjfbgkwalIHiAkMWAOC0KIc86Kj27wLlZoUG/KEJEh3zCnRSi0kGAWGqzyS0BQmDdS5NjnS5bVAkQosSKcfcYpZ8Udk5Z7Fis0qHfnpB9kxm1dwv6HTAsCZsHAKk+EG2HBK17a9HKshBBCEo/HHntMHnzwweDfECXOP/98adWqlRx22GFKuICA8cknn8gXX3wha9askfvuu0/OPffcuB43ISR+wLBJ42Zp4KV2/fXXq8/p6ely9dVXS8+ePZVnBf6H2bJliyxdulSmTZsm33//fbwPt0wwc+ZMqVevnlRk4RPXviKAEIAV5VxI+YWCBSHEHiTYdhsGyo7tK0U2zBdp1MWvo6q4uBEQdKinSoeXFiSO6yfyYjt3YkWofX71dHF78P6IE0iw7TYMlB0/5+TJonV/SecmNcJuw40QEA2xAiGkkLTbS5t2x4p2+rStF7aXByGEVDQwx4YzJ4ZbL96MGzcuKFbUrl1bJk2aJN26dStV7swzz5SbbrpJVqxYIbfffrvs2BFZeEVCCKloFBUVyR133KE+Z2ZmKu+K448/vlQ5CMKPPvqorFq1Sn788UdJdJo1a0YPMkKIaxgSihBiz7djylY7iYBTqKaRLay9J7reU1wP4sKAySKVM92JFXb7RH20E0exAkxctLHMtOMUcqnj8Fm+ixUABrHx13SQjLRUT22ajxX10U55NLARQkg0WLZxp3QfMddzyDyURz3UL08gNMn//d//qc/VqlWTuXPnWooVRo499li1Gvauu+6K0VESQkj5YPHixbJt2zb1GaGerMQKIwiv169fvxgdHSGEVAwoWBBCrMnPFVk1zZ+2Vn1S3B6JTLTI22pd/qSrD32u3+GQaOFGrDDvU4sVaCeO5OXvl5k/5fjS1oyftqn2oiVa5OQW+C5WaNo1ODwoWnhpUx+rFivQDiGEkGKxYuDYJbK74ICnPD/akw71UL88iRbPPvus7N27V33Gal8k2nZDcnKy9O/f33Y7VhUPGDBArZhFSBSElWrbtq3cf//9jp4ZX331VTCONj4j7MSbb74pp556qkoAnpWVJR06dFA5NszJwpFfo1OnTnLEEUeolc2nnHKK8hbxErP7gw8+UJ4k8DRBclz0xz//+U/5+++/xY+V1+PHj5fevXur0CdpaWnqnHBuo0aNkn379tnmE0A9sHHjRtfJaBEr/6WXXpIzzjhD6tSpI5UrV1bnhfNDnyKefigWLVqkYuyjPq5jo0aNVKgbhAeLBVbXCCHJzjvvPHVM6EMcE5LBI8GxEwjDc++998qJJ54o1atXVwmQs7Oz5bjjjpPLLrtMtZ+bm1si7An2iz4HuAbmfkcZIzt37lQeS7g3EE4tIyND9TuOFSGBRo8ercZqNME1w32GY9PXHfcNjgf9tHLlSst6OH+cE3IuaKzGGq6J19wq8CDAuGnatKlUrVpV3Z+tW7dWnlrG9qJ5/WPFpk2bgp+POeaYqO/v4MGDMnHiROnVq1fweiPB9+mnny6vvPKK7XjDPIR+xZwZai7GnIr9mIEwo8tg/o0V69atk5EjR6pxgLGHuRqvBg0ayCWXXCIzZszw1F5BQYGMGDEiODfgfunYsaPqP8zbdug5Qs8Da9euVQsA9Dg33i9eckQsWLBABg0apHKg4FhwTRFODNfs5Zdftnwebd26VR3vP/7xD7V/LEDA/XHkkUdKnz595P3337e8hgDHhPtIgxBm5vsezyK757Qdu3fvlqeeeko6d+6sxhCOB+eBY0Q4NCfMfYvFFfBcwj2Fa41nJ+bUzz77zLEdUnFhSChCiDW5W0QC4eUOKAXagbE9Pcuf9hIBu1BNboDYcPMy7x4S2Gecw0Bptu3Kl6KD/sTNRDs5ufmSmV4p4rbsQi5FQ6zQQGyYc1c3zx4SOAaGgSKEkJLhnLRY4SXPjznsnxYtwpmbYw3EAG0Ih3Hjuuuui7hNGERuueUWZVQxG4SWL1+uXjCiQxhAngwn9u/frwwtyJth5Ntvv5Urr7xSxYB//vnnlZH4ggsukHnz5pUo980336jXL7/8IsOGDQt57Ndee62MHTu2xHcwzMPg8vbbb8vs2bNdCzpWRkyEgPnhhx9KfI/cIDBO4fXqq6+qROYIjRIp2A/6ThvbNRCLcB54vf7666pvYbS3E7PgRWM0csHohmTC//73vx3FoGgB8QjXwwiOCcbSDz/8UHkIYcW6GSQ4hrHPKEiA7du3qxfCnL333ntSs2ZNVS5cIMqZ+xzk5OTI559/rl441unTpyvjst/AEApjo9W9hNBDeOH6IdnzjTfeKLHgySefVAKK2VgK4QQvjHsIObino3X9YwmMyxr0dzTB/IF5BfOHEST4hiEZL8y3MOrCmG8EnnSYb5YtW6YMyxDXjKAvNZhj//vf/0qbNm1sy5jFu2ixfv16adKkie08ixfmJoiGEA9TU53Nmjg3GNDRD0aWLFmiXjD0o5/M/WNm6tSpcsUVV8iePWHm9xRRojWeQ8iBYgYGe7xwLJizIPZpIKpACLASJCDUfvzxx+oFoXry5Mkhz8UPkJsFcyn2bz4P3Kt4XXjhhfLOO+8oMdwJjG884zGujYK8nlOfeeYZenwmIPSwIIRYUxj+g9iSgshyESQkKsxTXett1UKICuGKDmVArAB7wky0bcfuAv/ag1ErOyvNchu+j0Zy63ANYmXdkEYIIbEEc+KtZzQt9b2Tp4VdjiK0Ux7m2J9++iloAOjSpYta9RwpWMGuxQqs2IQhEUafL7/8UhlYsKp9165dypBhNt6beeCBB5RBHUYgbViDIQerTgGMrrNmzVKrvCFMYJU1jBcoB8OMTuCK/Bw4VyewMhViBbw3sA+IITAq61AtMLpgNWdeXp7nPvnzzz+VFwXOFytMsQIXgg2EF/QLjLBYjQth5ZxzzlH9o4FRGavTIT4AnBP+Nr+MoB0YI2E4x+pctP/RRx+pc0IoL+QhgREP+0e7MGabQXmsZoUBDCuOhw8fHhSAHn/8cUlJSVHXxWyMiiYwtMNYjXODYILzwfXXhm6IMddcc02pehDLLr30UiVWYIzfc889yoCLcbJw4ULVFq4JViIbgbETfavHEfrK3O8oYwSGQ6zMRhJ7rCBGH8PYhhXwZ599dtCQh+OJBvCaOfzww9U9gfEMoea7775TxwIPKggyOEac75w5c0rUhUEQ54T7SGM11sz9FOq+gliIcYRV/1jFjj6HBxZWbEMoxfXB8eJ+i8b1jzUQrTQQBc397Be4jphHtViBfsG8gn6BcRrXU4sm8LKCKGFECwwYM7geZswr561W0uvvIHqGK+aGc94QheBdoZ8BGON4x3iD5w7APYf7MBQI24W5AJ4ZGIPoP4yv9u3bq+0QwuEt6AREEggkmMcxRnFN4On04osvuhYHcI9gjtFiBbwkIBrjHsbx4R7GvWTltaMTYHfv3l0Z7+Fhgjq4PpgH4OGgvZMw/5vBfY1ngwZzvPm+9yJwQpTAmMPzAV4SEFHRPvoW4v8JJ5ygykE8wb3vBDxHMJbh1Ym+xVjFbwp4JcJzE+AZF+oZTyogAVKu2bx5M2Yu9VqzZk28D4dUJHJWBQIPZfn32r46UCHJ3Ra9egtesO3PvY83CEyZMkW99u7dG6horNmWG2gwdJpvr7U5uardnNx9YR2Psd7oub867gvbCYkWuN8r8r1PEgP8Zl25cmXcfrvazePm+dttuVhQVFQU2Llzp3rhs1smTpwY/F/hvvvui/g4/vvf/waSk5NVe8cee6w6HjOfffZZsEyHDh1Kbf/yyy+Dx4TXc889V6rM1q1bA5mZmWp7rVq1AklJSYGPPvqoVLkffvghuK9bbrml1Pb169eX2FevXr0C+/fvL1Xu0UcfDZa5++67S20fN25ccDvaNHP55ZerbQ0aNAisW7fOoucCge+++y5QrVo1VW7YsGGltg8cODDYRihOPvlkVbZt27aBHTt2WJYxXofRo0eX2FZQUBCoV6+e2la9enV1P5r58ccfA1lZWcHz7tatWyAcjNcA5+i0Ha/rrrsucPDgwVLlBg0aFCyDvjQye/bs4LZPPvnE9lhw7Xft2lXqe/S53fGZCTVvjR07Nngss2bNsiyjtz/00EOO9wfOy3zf//bbb4E9e/bY7v/vv/8OHH/88ar+qaeealkG+9X7CIXTuNy+fXugatWqajvG06ZNmxzH/ZFHHhkoLCz0/frHg969e5c47vbt2wcefPDBwPTp023vSa9j4aWXXgpuv/LKKy37BXOJLnPPPfeU2HbgwIHgPDp06NAS2/Lz8wPp6elq23nnnafe+/TpU6r9li1bqm39+vULhIMeP3jNnDlTzSt2Lz02du/eHdiyZYttm+iHq666SrWJsYUx7zRn4zV8+HDL+aBnz57BMp9++mmpMpj39HaM8Y0bN9oel3EsY/9mnn/++eD2vn37qmtgBe513EvGex/nvHbt2oATGH9oG89Lq3kq1PHZzUP4bOYf//hHcPuYMWNKbce5nX766cEyuC+c+hbzC+Y2M19//bU6H7tnPCkbv9GNdml89gt6WBBCrMmqJ5KU4k9byan2ngLlmc1LRF5sJ/LNi97qoTzqob5TmXDCQVUQ6lRPl5Rk63jNXklNTpLsrHRfkqzarbQ14iUmOiGEkNhjl5PIOH/bzfd+h/2LNlj5r0Fug0hBaBcdkmLMmDHB1Y9GsMpcr4LGKkmsQLcDK9VvvfXWUt8jlE7fvn2Dq6rhBaFXExtBslt4NgCsUnUCng9YwW0VPuS+++5TicYBPDe85CBAuBqEFAEIzWKME25ela1XvoaKb+4EzhNeEADhvrCi3gpcB4RBsdofQptozwl4uViF2EF/oF9iSd26ddWKZaucHcZwIOZrrRMgg65du9q2j2sPj5RIwKpoJ7DSWIfVmTJlivgNvB+wytsOeMvA0wJgpbJxDvAbeJ/o/DhYDV2/fn3LcY/V0XpVtlOfhHv94wHOXa/QB5jn0O/IMwFPE3iJ3XzzzcozIFy0Jxvaw9xi1S/IR6I9HzC/wZtFAy8pPT+avSeQOBwhdzBedOgheBoYQw4hLJEOeQXvjkiBBxvyydi9MD4AvHIwFuxAPyC/Bc4P4ZngeeEEnhPwDLSaD/Acg1cggPeGE1j9f/TRR0s4oF/hGQEQ2gleCHgmWQFPA7OXE845VL4UeBrieQAdDB440QLPDnjo6ecMQlyZwbnB80M/bzF+ncB9b+XZhfGL3wll5b4nsYWCBSHEGuSbaBl+fNcStOhd8fJXQGyYcKFIYV6xsOBWtNBCBOqhvpVoYSdW2Ik+S0u6qlcEkG+iZ2t/wlP1bF1H1uTsjjjJ6mWjF1kar6zCQ1G0IISQ8itadBw+q0KIFcAY3ghGoEjRhiGE5NBGBCuMuTKcjElOYXN0SAm35ZCk1YmzzjorGPrHykA0cODAYMx4L0ZGhLJCCBMYkRHuyQltTIfBx5i41wvaEAWDKIx8bvYHY6oxAbe+JjCC6fO2QidmjRUQWOyMeDhfHXrFfK2Nxk1zCKdoAsMgxJI1a9aoHBn6pQ1voUKi+QEMthDNEC5F718bYKN9DHocQbhErHo7kFzYXMfP6x8PYBhGWCDk5kAiZzMYEzDStmvXToUb8pr3AHOEFgsg2NqF84NBWOc0Qa4G89ylhQadx8KcmwIG4ZNPPlklOdZ5LMxlYpm/wgqEtEPCdfSHHuPoHyRldjPGMcfZzWMQD/Bs0KKOXQJuhKi6+OKLwz4H5HbSSePxfIw0xwQEEPQBcjDpPkH/4Hyifd8b+8lKrNAgWbrOY+XUt5g/zj33XNt2cA+VlfuexBYm3SaE2NN+kMjKqf60U5HIyzkkVmi0wKCTZVthFiK0aGFMkG0nVpz1eHHbVtvn/Uskpch53+WQ/p0ayPQfD62YC5fex9f1JclqYdFBW+OV1UpcN/sghBASP/T8bJ6/c3IPrVAtz2IFMBq5IkkUCrByd+3ateqzk1ihV1XDaApDEwwpdjglnzZ6b7gpFyr3hHE1tBXIbaFBPO9OnTqJGxCzG2Cleajkr0Zg6A5nta7eHwxVbsUEXAcIMdrLRufEgDeInVM4xEYAAKzCSURBVIeGXtkNoxOS4MaCUDHykbsBRlfztYbRtXHjxsqgddttt6kkr/DQgWCD625MkuwHEKngbYQV6U7jzphA1k/QLjwakNQW96SObx/LYwD63obB3iiSmEH+A4wjCCtO80G4198NGMN2cyDui3A80HDOMD7jBeMxVoDj/oT3AvIb6NwxyLWA7ci/A68ANxj7KdR8a9yOejqfgVUeC51nRXtcYDtEIsx3yLeD77WHkC6DeaBVq1YSKbgGGAduQN9BDJowYYLKCePk9RZqjLuZ+3FPY3xgDrHyosJ3oRJHO4Fz0CCfVDjgPsfcBi9AjDEk8I7nfe92bCKfEJ6PTn2LRQN2HHHEEeo9nPuelG/oYUEIsadhF5FapVcfeqJ2K5GGxa6oFQaIC6cNLf29k6eFnRCBdtyKFQDv+NvLvsspnRvXkGbZka0+aZ6dKWcfW8e3JKt2xis34UUIIYSUPezm74ogVgC9AhXk5ORE1BZW32pCGfdgyNP7hqHcDqfQNkYDhptyxlAmVoQ6ZhhVNU7HbAZhU8JBh9Lxih/70+fnxkhr7Jdo43SdjdfavFIX4w3J23VoK3iUIHkthAwIWjDSIsmu3QpfLwZDeAsgETIMnKEMaE4GxXDBSnkY9p988km1it9JrIjWMYQzjhDmzVjHz+vvBngh2IUiChUKyA3w3kJSZ4T9gZAFQRKhsPQxIzG3TrbsBmM/hepf3bfmenp1ul7NrwUIGP+RGN0oaOh3Y+go7WHhRzgoL+AcILogcTwM86FC9IUa437M/RDLIsEoIDiFu7ID4bvghQBvHVyjUOcci/s+0rHp9b4P9YwnFQ8KFoQQe7Bqq+9rIpXCDCGAehe8WtxORcOLcOBGiHBTxrjvrve423c5BqsGR/VrI1Urh5dLBfVG9jtBteNFUPAqVmgoWhBCSPkE87dVeD+A78urWGEOqxRJLHUzsQwTVNaPWRtP4akAzwW3r1CrfkPtD9fWy/6s4oOXx+toB1aA4zwRWx05VHS8dxjuZs6cKVdccYVa7Ruu4AMQkx2rmwFWoSM3CMKw5ObmqhXsEA/wglERhBITvALDLcIDIS8FRJo77rhDGZW3bt2qDJp6/7/++muwjt/HYEVFGkd+gVXhw4cPl3vuOfQ/2wcffBDz/oXX1ymnnFJCjICgh/sC+SvgDWcUJXQeCxjYV65cWWJbrEBeIwhzALmLEAYP3jkQXXFsepzrnCmhxrgf49OtZ0y0eOKJJ5Sngr4ekyZNkl9++UV5HOGZoPtEe2/E4r4HvPdJNGFIKEKIM/XaiFw6UeS9/iL793gTK1AP9SsqWkgwCw3G8FBuhAiEmPrqaecyZk66WuTzz0t/j3aO63fIa6Occ+yR1eX1Ae1k8IRlsrewyJNYgXqoHyr0hzF0U7hiRah9PD97rfRpW09qZ4bvSkwIISQ6YO63CgMF8D22l1fRArkmYEiH8QnhSmBYDTfpsHGFaShvDRhvdbJfHc4h3oQ6ZuN2L8esPUmw2h4r/KNt2NL7g6FKJwoP91q68bqJ1DMnlqDvYeDUCdphyJ8xY4ZKXgwDKF6DBw8OJoz1CpIaA4ghSHyOuP9WePHQ8QJW6es47vAKMOaGiMX+zeA+QR+7GSM6MXq85gNz0ulYgXBRSNYMYGB2i7GfQvWvMem8Vf/CwA3RTuex0H0BDyQ9XyEkFEIe6TwWEL200TuW+SvwjHr//ffVZ4iMCKflxuvPCfSfU1jBcOd+LxhD7+GeCRX+zAiuA5KDAwgSmAfsQijF4t43j00tHIUzNglxgh4WhJDQNOkucvV09+GhEAYK5VGvouPkaTGyhTuvCYgLAyaLVM50J1bYgfpop4KIFZouTWvJpMGdXYeHQhgolEc9P5KsVk5N9hQWxLyPjLRUGX9NB4oVhBBSBnEjVJdnTzljUmXE59ZGj3BAnHMdfxphOkLF69bx28M1qvsNVhW73e7lmPUKZeT40PklorlSVe8PhmujMcgLOlk3YsprYcmKHTt2qJXN5RWEXkEoIIS/0YmRp02bVipcitu+R2JrcP7559uKFTAu+unNZLV/gPBDdoQah36titb3Cc7XmNTdDLxaNm7cWKJOooBQUeH0u7GfQs23S5Yssaxnl8dCh3oyChE6jwWAoKHLwNAO4TtWICeLfnY4jfHVq1eXSCLux9yP0ETIhRMNjInZ4cXiBYgQeq5H4m87sQL9gdxGsbrvvYzNaPYtqbhQsCCEuAOeEjcuFBk4TaRVH5Ek0+qx5FSRVhcUbx/yTcX2rHArWuRtLf2dnRBRv8Mh0cKrWIHwUFqsQDsVEHhKzLytq7x7XSfpdVwdSUku+YMrNTlJzj2urto+47YuJTwr3IoWdklW0SZEBy8xzPU+tFjRrkFkcU8JIYTETqywCg9VnkWL22+/PRgj+sEHH1SGHjcg9AYSfBo588wzg4ZTo5HMjFEY0XXiDRLeYmWr3bmOHz8+6H1gNC6F4rzzzgsagp577rmwj08ndIXw4QSM5dow/vzzz4e1L31N0Mbbb79tWw4hj2IVWiSaIHySDmsDo+3ff/8dVt9ro7xTAvupU6fajrNIMYoCdseAsaw9QewwJg8Odc5uxhH6c/LkybblEEZLj6OyMh9Egpd7wigeeTHYQujQOVkQ/sfOOI9wQLhPneauk046SapVKw7x/MUXXyjvICvPCWMeC+2FgcT1sQz742aMg9dee811m0jcbXfNfv/9d/Vs0OcfLQ85hPDTngh4ProVW7z0Cdp1Eg79uu+N/YQweXZs2rRJjTdzHULcQsGCEOIe/Fhp1EWk39siQzeI3LREZNCc4vd71ov0G1+8PRFjGdqJFkZCCREQG25e5t2zAuGhUK+CihUa/Fju3KSGvHJFO1n+YA+ZdUdXmXLTKer9+wd7yMtXnKi2u/lR7SXJKsSGOXd18xwOBOVRj2IFIYSUH7ECc//iYWdWqJxEyF3w0ksvBY0dMNzq1bN2IHY5EhUjgayRIUOGBFd3Xn/99Sp8hxkYf3Sc/w4dOoSdq8FvYKBBOCCrhL0I2YL8BwD5D7Da2C3NmzdXq17Be++9J6NGjXIsD68Gq+S7OhErVqM7JXM+66yzVL8CXB8YM53AeSEhtRGETNL7e+yxxyxX5WIMIG56eQDhzpzC7SD3gx7zSEBcq1ZJL1zdF8bcD1ZoDyP0p1XoFdS/6aabJFro/QNtpDaDRM+hPDyMSX9DnbMT8F7RYuidd96pjL9mfvjhB5XLQc9FOlxXeQa5BJBLBJ5kTmCM3HLLLcG/+/Tp42k/eizB08nYjpFHHnkkmGsC4aes5i4IdieffLL6jLkZzwFj/gqNFvUQcmjFihUlvosVCLem/5eDiGwlNOD+0880NyxfvrzUswzAuI8+00m98XyLFnhu3n333erzb7/9JldeeaVtMnGIjlu2bAn+jfnqsMMOU5/x7LASG+Al8sADD4QMJ1i5cuWI73uIaX379g3eC1rsN4Jzw7NUe8sggTohXklYwQI/BOEOilVG55xzjnJ1w8SI11VXXeW5PdyouGmPOuoo9ZDAO/7WiXEIiRn5uSLbV4v8tqz4HX9Hg/QskVrNRY5qV/yOv8sjyB/hVz0IDZmH/gEoAb53I0SEG87JoV5e/n5Zm5Mnyzf/rd7xdzTZnpcf9XqZ6ZXkmNqZ0qb+Yeodf0czyWq44ZwYBooQQsqXWKHnfqcQguVRtIBh8dFHHw3+H4TVjj179lRx8L/88ktleJs9e7a8+uqr0rt3bzn++OODKyPNoYRgmNSGSKzmxWpurCKGQfiuu+5S9SEKwDDy+uuvS1kBq4xh6EICWsRIh1EX+Q0uu+wyue+++1QZ/A8XyuhjBfpNr55G/8DIB8PgokWLVN/OmjVLRo4cKT169FAGuQ8//LBUG9qgCGPVDTfcoOrCCK9fRv7973+reODoZ4RNgdcFvGHg9YI49fgfFEbizp07q2tpFqhwbV588cVgHHiEgoFog30ifNKTTz4ZPB6dvLosg7EL4QjjGoZJxOvH9V2wYIGMGzdOxX3XRvxrr71WJSI2os8VRj/0A8a27nejER5GRgBjIvoWq4vR5wjx8vDDD0u7du2UkdqLh44XcM/Wrl1bfb7//vvVONG5CTCm4b3wr3/9K5hk2Q59vtoDC8ePUDz6nJ1WaRuBIVUbgmGExfnDywh9glX8mHOQJwGryWFnGT16tDKel3dwjyKBNq4zkq9j/pgyZYoKj4P7HdcE8wg8JLSogb7R4fncguuLcQYwjs844ww1d2Asf/rpp3LRRRcpwRE0adLEce7SwsOuXbtK5a/QYB6ALQuCaTzyV2ijeq9evdRnzM8QaOG9o+c15G2BnQ3zrVl4dJr7hw4dKpdffrlqE/2H+wX3ibbXwVMOz65oAgEKzwCAPDp4nsJLDvMUxgmO5aGHHlL5LYxeUhA7kM8DIL8Irh2ECzx3MffhmQNPGHhQOOXqwLynFxBg7kIbq1atCt73XvJfPPvss8FcSBAmIPzgOYfrhGdRx44d1bEBiHuwuRLimUCCglO3ew0cONB1O0VFRYFrr73Wsb1BgwapctFg8+bNwf2sWbMmKvsg5YCDBwOBdXMDgff6BwIPHx4IPJR16IW/3x9QvB3lyCE2LQ4EnjgyEFjwgrd6KI96qG/+3tj35pfX/Tiwd+/ewJQpU9QLn80cPHgwsOCXHYEbJiwNNP7np4EGQ6cFX/h7yMSlajvK+cnSDX8FWj84IzB67q+e6qE86qF+rMA+jf1ifnk9B0JiQah7n5DyAH6zrly5Mi6/Xe3mfrs532v5aIH/JXbu3Klekfxf8eGHHwYaNmzo+L+LfrVu3Towc+ZMy2O58cYbHetWr17dsi748ssvg+Xw2Y5x48YFy61fv9623EMPPRQsZwb19Da0d9VVV9kec926dQM//fRT2MeydevWQJcuXVz17dVXX23Zr506dbKtY+bnn38OHHvssa7298gjj1ge8zPPPBNISkqyrFO1atXAtGnTAt26dVN/4z0cjNfA6v9s8zVyokGDBpbtGMeA06tPnz6Wz87ffvstcMQRR1jWMZ53YWFh4KyzzrJtv0qVKoFJkyap48PfOF4rdHkct9P9MXv27FL3/YwZMwLp6em2x3DaaacFVqxYEbJP+/XrZ9uGcYyHOhfwxBNPBJKTk23bS0tLC4wfP96yrh/XP9bMnz8/UK1aNVdjDq8ePXoE/vjjD89jAfz555+BU045xbH9li1bBjZs2BDymI11cO9boe93vHBPRPq/oh4/oeZxI5s2bQocffTRtueLbZirncaDcc7+7rvvAm3btrVtD/2bm5vr2B9u5j83Y3nPnj2Bf/zjHyHHzIMPPlji3v/7778Dbdq0sS2PazV37tyQx4s53W7ON45BN89p9Gu9evUcz+PCCy8M7Nu3L6K+dXrGk7LxG91ol8Znv0hYDwsjRx99tFJuwwFqunZ5hksdVEqsKMC7drFDLDmsgCAkKmxZLvJKZ5Hx54ms+lgkYHJzx98rpxZvRzmUJyKbl4hMuFCkMK84MfY3xavMQoJyKI96qI92jN874WU/EbDi913S87l5cvkbi+WzFduk6CCeHYfA39N/3Ka2oxzK+8GyjTtl4NglsrvggKcVqHqlK+qhPtqJNhU9ySohhBBrT77nZ68t9b1TjiI7Twu0E65HYTy58MILVfgfrIDs37+/WpWOVZJYeYkV+1gxfOONN6qQIAglZPU/ElZ7vvzyy2pVNlZ94n8prMrNyspSq42HDRumVmuH+/9VNMEqZXgnYNUwVvLiuLEi9Z577lF5OVq1ahV223Xq1FF9Ai9+9AtWACNcDlaUYyUwVrVjJSy8HazifqNfEU4L/zci3jlCFzmFucRxI9QJzgcrrXEdkAga3hMI+YNzRFtY8YqoAlbAIwZJeDEusHIf/dGgQQO1Yhard88991wpD+A8sPIcIV2wShx9gdXGeDVs2FCt8MV1wSp4q2TZCFWE/+HhfQGPEmOsdyO4lljZ/sILL6hV27i+aA91sBoeK7d1eLBoAS8LXBvcvwjNoscXVtDDgwGrmnW+AicmTpyovDEQXgzhgewS+boB9zxWiGOVNVb6o09wDPAwuPXWW1XeHO2dUhHAynyEafr444/ljjvuUH2Pa4H7xziXIgQdPNhwX2O+CQe0hXkFuWYQpi87O1tdc7SHexyhkTAP4L51AivrdfguJ88J4/exzl+hQa4H3EsIoYR5Dv2KMYp5ER4IOF8vczWecfD4gecYnlGZmZlqfkWfwNMMczK+iwW4BvDOwTN2wIAB0qhRo+C8jfOGpwc8EzGujOD84YkBjxp4ZmCOwjngHsP8B68wXK9QYE7HHIHwZHr+CBfYO/F7Av0KjwqErcJ5oF08U3B/YF62m08JCUUSVAtJQDDRYYLCC5P+hg0b1GQB4KpnFxPSyJo1a6R169bKZRI/WPAgMf4A2rt3r3p44QcFHlxwt/LbpRaulzp5D47HGNeSJAC/zhF5r7/IfvvkS6WoVE3k0okiTbpLwoJwTi+2KxYdvOSYsBIlkOy6840ic5+2DgPlJfG2B/bt2xdMEAaDgJ57vl67QwZPWCZ7C0vHZ7ajauUUeX1AO+nS1J1brRUw2nQfMVeJDkZCJaq2Eg6QqBq5H6IVTskpyapd4m2v+SsIiRZ29z4h5QkYs/H7Gb+PY/3b1Siue5njjc8OPKfGX9MhpjmKEIJE54uAMBCJcTGRMP6PB7EinNC/hMQL3veEJCa890l5+o1utEtv3rxZhdf0g4Qd9UhOhBh1ECvCBfEZdXxHKLNmowHUUx0bFOUQ540Q34CnhFexAqA86iWypwXyPZw21JsHhJ0HRcNTrMUKiBJ3rrZOxB0lTwt4SngVKwDKo14knhYQF249o6knLwU74QDtxFqsqIhJVgkhhJQGIgPEBogOXgRp7WkRD7GCEEIIIYSQRCJhBYtIgWPK1KlT1WckxYHrqRX4Hq7WAOUT1KGF+A3G0Uc3eBcrNKg3ZUhxO4kKPBzcigl2YkWzs0XWzHD2oPCynwjA3HLHpOWexQoN6t056YeI5igvCUrdJDz1m0RMskoIIaQ0EBvgyef1eYPyqEexghBCCCGEkOhBwSJM1q9fL1u2bFGfEfbJCb39999/V27JhETMhq9FdjjH3w/J9pUiG+ZLQuNGTIhErPCynwhZuO5PWZOzO6I2fs7Jk0Xr/oqoDTcG/7IqVmgoWhBCSMUnXE++aHkAEkIIIYQQQoqhYBEmK1euDH6Gh4UTxu3IY0FIxHw7pmy1U55xEhNGtrAWK7oNFdmwwFtuCrv9fPV0cU6NCJm4aGPEbfjVjpPBv+PwWTEXK5hklRBCCCGEEEIIIaR8kBrvAyivIKmIJlRCEZ18RCcgCXc/Vmzdeiihb0FBgUrGSSo4BXkivywQqeRDOIJf5ov8vV0kLVMSmraDRIpSROb9q+T3+fml+7nrPSInXS1y9OkiH14nsn/3oe/bXo2MuO73UylD5KI3RFKznOtZkI9j+x9/5ubJorXbpHrlyEN8LVy7VXb8nSsZaZUiaqd/+7qSfHC/vDBnbanjrl65ZNlbujeVy9vXjdr8lZkq8mb/E+T295fLnsIDrvdpPodqlVPl2UtOkMzUAOdaEjeM977xMyHlLZmkDkGIzyQ0xn5in4Xfb+w7Up7gfU9IYsJ7n8QT/EbHuHNr84iWbSQpwKQKCoRqatSokfo8cOBAeeuttxzLP/PMM3LPPfeoz5999pmcffbZtmWxvVevXurziBEj5M4773R9XElJSa7LjhkzRmrWrOm6PCGEEEIIIbGmRo0aUqVKFalatarUrVs33odDCCGEEEJIwrN161bZu3evEiH+/PNPV3X++OMPGTRoUHCRfqhF/W5hSKgwMa5qrFzZtFzYRFpaWvAzV+USQgghhBBCCCGEEEIIIaVhSKgwSU8/lHCvsLDQsSxCNWmwmswLoUJIQf3q0KGD+tyxY0dp0qSJp/ZJOeSPX0TePs+/9gZOE6lRAcbN7h0iGbUiq7d0XOmwUFbhoMqIaDpv3jz1uWHrdnLl28t9a/u96zpKw5oZrsr+sbtAamYcEmXN/HvxplJhoYyo0Ewdjw7rOAlJRIz3fteuXUv8HiGkvLBp0yYpKiqS1NRUycrKivfhlAvgmr97d3EYyoyMDElO5rozQio6vO8JSUx475N4sWPHDmW3xrhr166dL6kMwoWCRZhkZh6K+a8nEjv27NkT/IyL7gUvrjTw5PAqiJBySK0GIgdyRQJFkbeVnCpS82iR9HI+bjYvEZlwochpQ+2TXlvxzYvFSa8HTBbZvFhktkWCbSOz/ymSUuRtHzGgXs0s2X0gWYoORh7hLzU5SY6qdZhUSQ+dw+KNeetUEurx13SQdg0Ot9z+xIxfENzOto3HZvwiB5MrRS3hNiEVGYgVfO6T8gj+8dYxmflPuHfQZ+w3QhIL3veEJCa890msQWoCjDm3/2dG6/9RjvowMQoJodQko5eEMQE3IWGRniXSsrc/bbXoXdxeRRArCvNEPr+/WIRwA8qhPOq91bv4s5lMi7jaXvYRI5Agu2frbF/aalo7QzJdihVPTF8luwsOyMCxS2TZxp2W281kZ5X2xkA5lCeEEEIIIYQQQgghiQ0FizBp1apV8PPq1asdyxq3t2zZMqrHRRKE9oPKVjvxIi/nkFjhRVDQYoWm6FDYtiBnPS5y5+ri93IgWvTv1MCXdlZtywspHpjFCC1abM/LdxQr7uvVUhYPO1O9m6FoQQghhBBCCCGEEEIoWIRJo0aNpF69eurz3LlzHcvqWNNHHnmkNGzYMCbHRyo4DbuI1IpQ/KrdSqThqVKuycwuDgPlRVAwixVWQKTQYZ/wXg5Ei86Na0izbG8h5+xwEg/sxIhbz2gqtTPTHcUKHfYJ7xQtCCGEEEIIIYQQQogZChYRxPTq06dP0INi0aJFluXwvfawQHnUIyRiMI76viZSqVp49VHvgleL2ynveBEUvIoV4ewjTmBuGdWvjVStnOJLe1biQSgxwo1YoaFoQQghhBBCCCGEEELMULCIgNtuu01SUoqNgzfffLPs27evxHb8je9BamqqKk+Ib9RrI3LpRO+iBcqjHupXFNwICuGKFaH2gaTdCE1VBjj2yOry+oB2nkULlL+sQ31H8SCUGIFwUEjAbbfdCjvRAu3o8FKEEEIIIYQQQgghJHFIlQRl/vz58ssvvwT//uOPP4Kf8f1bb71VovxVV11Vqo1mzZrJ3XffLU899ZQsXbpUTjnlFBk6dKg0adJEfv31V3n66afl+++/V2VRrmnTplE9J5KANOkucvV0kY9uENlR2phsGQYKnhUVSazQaKHBLErg74Uvi+RtLV0nJe1Q/gonscJuH5UzRQZMLg5NVUbo0rSWTBrcWe6YtFzW5OwOWb55dqaM7HeCEjsa18woJUrg7zHz10lOboGjGIFwUOOv6aByWSCnhXm7HXq73m9GWqpqB+0RQgghhBBCCCGEkMQiYQWLMWPGyPjx4y23LViwQL1CCRbgiSeekO3bt8vYsWOVOHHppZeWKnPttdfK449brMwmxA8gPty4UGTDfJFv3xBZNU0kUHRoe3KqSIvexQm2kbOiIoSB8ipaWIkVECjqdyxO2o08GKHECvM+4FkBsaJ+BylrQHyYeVtXWbTuL5mwaIPM/ClHig4GgttTk5OkZ+s6KlF3p8ZHBEPVmcUDTSixQtOuweFB0QI5LUKJFRpdDp4VqI92CCGEEEIIIYQQQkjikbCChV8kJyfLm2++KRdddJGMHj1avv32W+WtUbNmTWnfvr0MHjxYzjnnnHgfJqnowODcqEvxKz+32EBfsFskLUMks65IepYkDHaihRGjN8XNy7x7SKDucf3KlGeFGYgQnZvUUK+8/P2Sk5svuwuKJCMtRbKz0iUzvZJlPTvRwoiT5wTEhjl3dfPsIYH2+rStR88KQgghhBBCCCGEkAQmYQULhHwyh32KhF69eqkXIXEH4kQiCRR2goJdGCgIOEZvinBFhzIsVpiBOGEnUNiJB3ZhoLKz0kJ6ToQrOlCsIIQQQgghhBBCCElsmHSbkFgAr4ftq0V+W1b8jr9JScJNXG1VDwm2rcQKVX7roUTc5k35+2VtTp4s3/y3esfffhJuIulYJ6BGgm0rsQLge52ImxBCCCGEEEIIIYQQP6FgQUi0CARE1s8TeX+AyNMNRV7pKDKme/E7/p50ZfF2lEt0Ni8RebGdrZBgC8qjHuobv3MKBwWw/X/7CgQC8s2vf8iQicukzaNfSI9n58kFLy9Q7/j7xneWqe0oFwnLNu6U7iPmejb2ozzqoX4swP6cwkEBbKdoQQghhBCvfPXVVypsJV74TEiisGHDhuDYt4r0gO/0dpQl7mHfkbLCww8/HByL5Q3k7cVxN2zYMGb7rEj3bnm+9mWVhA0JRUhU2bJc5KMbRHbYGH6RFHvl1OJXrZYifV8rTp6diEBsQOLrwrxDQoObBNhGYQL1kQB782JrsQJhoMweF5/fL1t35cvA1R1kTc5uy10gUfX0H7epV7PsDBnVr41KaO0ViA1IRL274EBQDHCTkNooHqB+tBNS24kVCANl9rjwch6EEEIIiT979uyRCRMmyMcffyw//PCD/Pnnn2pBRlZWljJQHHfccdK5c2c5++yzpX79+vE+XELCNoBdffXVpb5PTU2V6tWrq1ejRo3kpJNOkm7duknPnj1VXkpC/ALz6caNG6VBgwbl3ghL4jd+3IA5jOI/qajwyUyI3/w6R2RcL3uxwgzKoTzqJRoI56TFCgvvB1vMXhSo/1Zva7ECCbbvXF38bqLu4sel6x/vuzpUiBr9Xl8oX6/dIV7DOWmxwouHglk8QH20E63wUHZiBRJsLx52pno3Q08LQgghpHywcOFCadWqlQwZMkQ+++wz2bJlixQUFEhhYaH88ccfsnTpUhk3bpxcf/310r59e6nI6BWQWA1Z0TjttNPUueGdlOTAgQNKpFu3bp3Mnj1bnn76aZWDEuLFq6++Gu/DI4QQUsaoSB4g5RF6WBDit2fFe/1F9u/xVg/lUe/q6YnlaYHE1acNLS00OHla2IV8KrLIuQCRQreh301176/0jnofU3RuyMPdW1gkgycsk0mDO7v2tEAi6VvPaFpKDHDyULATD9BONBJTO4kV+vj0u5fzIIQQQkj8WbNmjVpFnpdXvEDk/PPPl3/84x/SrFkzqVy5shIs4HHxxRdfyJdffhnvwyXENx5//HHp06dP8O/c3Fz566+/5LvvvpOZM2fKN998I5s2bZIbb7xRpk2bJv/5z3+kSpUqcQvHghchhIC6deuqOSkjI8PWC6xatWpSnqlI8x4WQVTEhRDxhIIFIX6BHAcIA+VVrNCg3pQhIkO+wdIvSRhshARL0cJNfgorscKwL4Q+SPrigYhEizsn/SAzbuviOj6hF2O/G/HAT7zsj6IFIYSQCk1+rkjuFpHCPSKVq4lk1RNJz5Lyzn333RcUK+BFYWUc6NGjh9x1112yY8cOmTRpUhyOkhD/OfLII+XYY48t9X3v3r3lwQcfVIJF//79Zf369TJ9+nR1b7z33nuMQU4IiTsIYwfPSIRtZNg6kohw1BPiFxu+dh8Gyo7tK0U2zJeEA8KCRcimEuGh7MSKlDR3YsX/WFjncnl8/xWlvr81dbLUkr9dHe7POXmyaN1f4gUY80OFVYq1WIHwUs/PXutpf3bngXaiFa6KEEIIieqCk/XzRN4fIPJ0Q5FXOoqM6V78jr8nXVm8HeXKIUVFRfLpp5+qz4jZH2olY61ateSmm26K0dEREl9OPvlkWbJkiRx11FHqb4h1U6ZMifdhEUIIIQkPBQtC/OLbMWWrnYokWoxsYZ+f4qppIpUzS37nkLR74qKNypPCKFrkBarIwMKhskMOc324aMcrTqJFx+GzYipWAISXQiLvjLRUT/sznwfqo51ohKsihBBCohrK85XOIuPPE1n1sUigqOR2/L1yavF2lEP5cgY8Jvbt26c+H3PMMTHJ/eAlj8LBgwfljTfeUIbjI444QoW3OOGEE+TJJ5+U/Pz8kKGubr75ZrWCPjMzU4W3qlevnrRp00auueYaef/991WeDmMiU+PK+UceeSR4TvplFHSQyFR/j8841rFjx8rpp58u2dnZasWrsbxuP5QohO0oh/Khrt2jjz4qp5xyitSuXVsqVaokhx9+uHTs2FHuuece+e9//1uqzblz56q/8W4+N+P+EItbf48Y3U44nZc5vjf6+7nnnpNOnTpJzZo1bccLQo8NHDhQGjduLFWrVlUriJH0/e6771b5VWIJjvP1118P/o2x58Qvv/wit99+uzpeJPBGCCmcB/oHuWD8jpW+YMECdd1TUlLUvRIKHL9uZ+XKlZZlEBLrhhtukObNm6twM7jv8Bk5bnBfuT3GWF3vnTt3yr333istWrRQ/Y374cwzz5QPPvhAyiPme+rnn3+W6667Tn2flpam5pe+ffvKokWLXLWHazF06FBp166d1KhRQ80VuB5dunRR1wN5W0LN53PmzJGLL75Y6tevr+pbzU/btm1THnsQvzFf41hRvl+/fjJr1qyQ1xAefvBogtcAxh3m7Dp16qiQhaNHj1Y5lUIJ8BiDKI96qI97sGnTpnLGGWfI8OHDbce8BoIkzvPoo4+W9PR0Oeyww9T54HmAYwzFb7/9pkR9jGXUxzMHYRZDnX8swHi5//771bNX9w/uNZ2/KlTfmPn999/ljjvuUOEjcd9iQcO5554rM2bMcKznZWy5zRGB5++7774rF110kbp2mAfwwrFdccUVKnTW/v37S9VbsWKFCg2IMQNhGmMWYw9jBnOS3T2mn/9XX3118DvkOzI/V40Jz3G++nsncJ54hrRu3Vr9dkHf4ngGDx4sP/74o6e+/fbbb+Wyyy4Lnhu8CgcMGCCrVkW4kLqMwJBQhPgVQmDVNH/aWvVJcXsVIASBb+Gh8raWLmsUJgZMLk7ejXwYDmJFXv5+mflTTonwT/CsgFjxXaCZp0Od8dM21V5meiVP9ezCKuXkFsRUrNC0a3C4EhuQ0Bs5MtzuT5eDZwXqox1CCCGk3PDrHG95x+BFO66XyKUTRZp0l/ICDBaasvYPLIxTVsYPGOLxmjhxokqODMOLGRgqYfgyG7i2bt2qXsjJAeMY/vm3CgnkFYgnMHjEyij1zjvvKOPFnj0lx+fff/+tPALwgjdAWUoCilwoMLIuX77csR9hAELYJSvDEl5IgA3D1HnnnSex4pxzzlEGexiOYQCCER2GSDMjRoyQYcOGlTKMIaQUXm+//bYyGEJo8guIeTBGwVD673//Wxm2nUAZAOEOhkqz0Q+h3yAyIEyuEQgVeI0ZM0Zefvlluf7668vE9ca8BXHCKGygXcwNeKH9rl27Snnlo48+UnPZ3r17g99t375dGdY/+eQTNRdccskltvXtxiQSzM+fP1+9YFQ1GlbNQISAsT+cOQnjEvMxXtdee6289tprKpSRmbZt28rGjaUX/OXk5Mjnn3+uXqiL0GxWc/7u3bulV69e8vXXX5f4HueN3DQQEmEYhxgH47UZiBHI3YQyRiC6LVu2TL1eeeUVmTp1qhLgrMC+EU4O+9PgeYPrhFc88xfA8G80rhv7B/cQXhA8X3jhBZWzJxQQX/F8xljUYPEDrg9eEDJGjhwZsh03YysUeM7ZzTVr165VL8x7EEaNCyUw5rHAwAx+N2C84IU5G2JoKKHaL7A/zK3GxRRAH8+bb74pjz32mPzzn/8M2RbG66233ioHDhwIfod5Er+dJk+eLJ999lm5nhsBBQtC/ADxjs2r8sIF7cBAn4iChZNoYcTsRVG/g8jNy4qTeDuwbVe+FB089OMcosXUolM8eVZo0E5Obr5nwcJJtIi1WKGB2DDnrm6ePSRwfH3a1qNnBSGEkPIFPCW8iBUalEe9q6eL1Gsj5QGsgm3QoIEyFMGI//TTT6tVzWUhHjYMuzAOn3XWWWr1J1Zfbt68Wf0TjgTgWA0KIyZWQGJ1udHABcMMjA5Yaf1///d/wRXeMKjgn354GJhD+8AghjpY2Q2wT7PhBivZrcDqZYgoWEmLVdHoUxyH0XDlFxMmTJArr7xSfcYKXhioYVCHEQ9GOxzHxx9/rIw0mieeeEIZotEvMDRhxTAEGzvxKhrAWAmBCMcOAyuOFwmtseoTwEAOg6EOUYZri5XZWKmM8QgRBgYw1EE5eBbgPGIBVqxihTYEC22YNBuJn3nmGeXZAo4//ng1frAqFiu0Ue+ll16ShQsXKmMTxuItt9zi27FhVfHzzz8v8+bNU6uesYrWCowNiAAAq47NwCMJ9xeAIQtjWXs9YH6AkPHTTz8pwzSuH8Z7PK837i8IhVqswH6wKhr3PcSVUaNGqXGuz7m8gf6DJxiSK995553q/NFvSAj/1FNPKWEGxs3u3bur1e1mMNaQiwVgHGI+g4EWXhYQN2G8h+HSacU3tuM4MC9i1TcEXsyjRuMwxFGs2sax4fphzoUYhmOCMRlGVhix8Y4V/bguVt4R8A6DwR/iBbxIMB9D6IOBFcL1999/L5deeqmluAIxQIsVaAPjW3tJwKiOutOmTbM8VxiHIXqhP/Asufzyy5X4gRXzMOjjvsIxox18j7YwxxvBONViBcYvrgvGLTw8cN/heuEYYzVnmYHRGs+vPn36qHsbcxM8p3Dv4LwhVEBkxLWDpxLGlB0Qz+ARsWvXLmXMR5/gvl68eLEy7EOkQX+h/2Ewj2RshQLPWXgZ6jkAx405AOeAa43xAxHKytsKfYI+gPCCeqiD8YnrjHkOfYLfRrh28NQwCj7t27dXxw4BC79VAO5Ls5CNMeQWzIWYc3EfwcsD9zzGJQQ+5FNC3+IaQYDE/TxkyBDbtnAsmEPRt7gGeEffQgDFswLXEPcsfidE+9kfVQKkXLN582ZYX9VrzZo18T6cxGXz0kDgoSz/XmivrJK7LTb1RjS37ht8Hybfb9oZaDB0mm8vtOeGnNx9lt93eOILy3bxfSj27t0bmDJlinrhMyEkMeC9TyoC+M26cuXK+Px2PXgwEHipY2S/017uVNxODCkqKgrs3LlTvfDZCyNGjAj+v4BXw4YNA7fcckvgvffeC6xbt851O7r+Qw895FiuW7duqhzezXz55ZcljuX666+3bOPaa68Nlnn55ZdLbHvzzTeD23788Ufb48AcaTVPuj0P87Hef//9juUbNGigyg0cONCxHLajHMqb2bJlS6Bq1apqe+3atR3Pb9OmTZ763sj69euD5zVu3Liwzwt1jX00ZswY23ZGjx6tylSqVCnw2WefWZb566+/Aq1bt1blTjnllEA4GI8p1LkZwbHreo8++miJbT/99JM6bj1uDlrc/7gv+/fvr8pkZGSoc/HS58bjRlndJu75+fPnB7c988wztucwdOhQVSY5OTnw22+/ldj2+eefh7xO+/btC3Tv3j04Pvfv3x/X633XXXcF9zV8+PBS2wsLCwNnnXVWiWPSfRdP9D1jdY8bt+PVrl27wK5du0qVmThxYrDMqFGjSm3/7rvv1HXG9mbNmim7kJe5wthnZ5xxRiA/P9+y7o4dOwLVq1dX5a655ppSY0IzbNiw4NhbvXp1qe2hnvdjx44NHs+sWbNKba9fv77a9o9//MOxnT///NP22A477LDA0qXWdpYNGzYE6tatq8pdfvnlpbZjv/r4/v3vf5fanpubGzjhhBNK9Gu46PGB41mwYEHghx9+UM8C8+vnn38O1sH9vmfPHts2//7778Dxxx+v2j311FMdn036vp07d26pMr///nvgqKOOUmWqVasW2L59e9hjy27eM9K3b9/g9qefftq2nby8vFJzLsYu5k87CgoKAj169AjeqwcOHPB8fEbwbLC79pir6tWrF3w+fP/9945jEL8DduzY4di3vXr1Uudg5vHHHw+WmTx5ciAWv9GNdmmnucgr8V9aQ0hFoHI1f9tLy5AyyeYlIi+2O5QI2y0oj3qo77a8VRgogO+97v9/VKt8aHWeH2SkhW4PibS7j5gryzbuLPW9VRgogO91Im5CCCGE+MiGr4vDO0XC9pUiG+ZLeQErG5HTQYMVsVhZiJWsWC2LldH4jJAW5jAx0QQrbJ999lnLbVjprVcU6xXhxjjqAKtJncI96RjXfoDVl7EI9/Hiiy8GQ8MgprvT+cEjpSyBFaxYdW8FxhW8ewA8D84++2zLcrim8GQAWHFv9CKJNliVrjHHsocnAFZiY/X0Qw89ZLmKG6uucf2wEhmeMFZhacIFsc61ZxBC89j1MUIrgW7dupXywsAqYgBvDbvrhNXq8BQBWHmMECvxut5YfY8V+9qjBSu9zSAePsrgvbyCvDhY9W0GXgB6Nbc5DBJAvyHEF8YiQm7pxPFe5wqMW4QB054xZhCyCyvtMZ4wF1uFewLIAYEyOCaEvTGDFf9OYHU7wpgBq8T3et5HXo5QXoVGcC8ixJn2SEGeDyvgUfHAAw+oz1itbwx9hX1j5TqAlwVyBphBLgLM2X4CTwZ4FyCvE+5/8wveiRr0PTyl7IAniA5VhzBhCBnmBLysrMIJYUzqUFDoo/Hjx4c9tkIBzzU9Fi644IKgh5sV8Fgwe0jC0w2eCnbA80DPP5jvvHh+eAXjR3uJwGNDj3XzGNTHg98B40xekua5GtutvCcw5+rvreaO8gQFC0L8IKueSJJPxvDkVJHMulLmgNiAPBGFecXhmtyKBiiH8qiH+qFEC13eCS/7N1CnerqkJDsnQXJLanKSZGc5h0KC6ICwT7sLDqgcEVq00N87ge0ULQghhBCf+XZM2WonBsBoAKMeQiLBcGg2OCHkAsKSIPxLhw4d5Ndff43JcSE8jJ2BBcYHbAcI3aCNVQDhU7RRGeEaYgFC0RjDUkULhDQBEJKcwvGURaxCEGkQ3kuPK4RRccJoJEOIpViBMafJy8srsQ1injb2O4XXgXFMCwt+HzsM2ABGNat8NDBCImyN1bVAGBsdZidU/7ds2VIZ+kKdQ7SvN3IKaOEIIWDs+h2GeqPhtjyBsQIxxgqcL0InAXPSbIgCiE8PELNflwsHGMStEmxrEH5OG+qdDM94rnTu3NnV2IeghTkdYb10LhO8tMiG8GRm9LyPZ5Ux30coEB4QgouXsQhxEuNPA+EOIa2AVZ4IDZ6fEBfLAhATsDgBz0/dv0Zhz6qPjTidJ/JJaCHAKa9TqLHlJoSSXkSBhReRgtBgmCMxP+k+MS7SCNUnkaD7Cfe1cQGJGYTigrhkrGNFjx49VGg8KyCeaYHQPHeUNyhYEOIHyDfRsrc/bbXoXfbyV+TlHBIrvIgGZvFBixZoz015jZWAE4ZogXwTPVs757lwS9PaGY75K8yihBYtnv3iZ0uxIjur9A9AihaEEEKIj+TniqwqNghHzKpPitsrR+AfXBi5sLIS8caxIhZx5fU/xwD5D7CCFSs7ow1iRDsB448GsaQ1MORrYwkMJ1jpDU8NGJi0Uclv7IyKfgIjmY7Ff+qppzoaxssiTn2EcaWBURPnZvcyCgdGoSraGEUK44p3rLzdsWOH+oxEqE7Hjpc+V7+PHV5QekxYeVnoZNswKkNYMYKY/DByA6wOD3UOiKMe6hyifb2N97yXuSLc+87uZU5m7SeIqe/GW8AsoCFuP3JUuPE4CIXTdcR8qledv/766yHHjfYqshs3MEBD+MAzBwIEEt0bPQZ0vhM9/oxAtAKI9Y+8AcjFgFXr+t50MxaxT6fjN3q0xWMsWnnGQLTDdYBh3fyCIGFE5z9Av8JojX7COen+RS4HY1k7sDofXh12QPjQIpmxb/x+bmLe0vuzS4TuRrhBbgicD/JZwItBe6zhZRT7nPokUvSzHdfEKh+Nse/1Ma1wyM0T7txR3qBgQYhftB9UttrxEySzPm2oN9HATnxAO1bJse3KI8H2nauL373s34b+nUom0AqXVdvybMUEOw+Kjo2OkOdn/2KZYHvxsDPVuxmKFoQQQohP5G4RCfhk0EY7duEryzgwxiKJM5K1YvUsPCwQlkSHU4BYoUNjRBO71YHGkFGav/76q0ToHhw3VuPCaIPVr3fccYcK14N/0i+88MKgp4Jf2CXj9hOco17tqVcTlyec+ghJTsPBy0rqSDEaq4xhZcrKsSPBrTZOa3FCA6O6TjoLo6Q5DEo0ziHa19t4z3uZK7yCJOZW4Xb0C9ujhVMIH+0dB8xCrHGsRjpXOF1HXAMkLo503GBeGzRokBIrIEqEMqIiebAZPJOwMh3CAsYXwjxhrsfYgFEeodrwLCvPYzESINjDiA3jPDxXQoV3tOpj4/wXyqNQn6exb/x+bupxjuMJJ3E0BB3cwxBxkBg91IIGpz6JFN1PocYPQJhOYx0/547yhnUAOkKIdxp2EanVMrK4yLVbiTQ8VcokJ99c/G4WFfTfenso8cFYzkt5L/t3oHPjGtIsO0PW5OyWSNGixHVdG4cUK85oUVtmry79gwkiha6v3831rfZDCCGEEI8UHopJ7QsFkf+WKAtgRTbCPyA2tY41P3nyZBWPW//TGw0i8SCA4faXX36RDz/8UHmLzJs3T3777TcV+garbvHq2bOnOo9Q/9i7IRbhoMo7Tn1kNJogvJLbMCFujDt+oVfzAqxQtjp2iHwI2eEGrOb1G4RhwljHCnuE3dEheGbOnBmMSW8Vqsl4Dlgpf/LJJ7van5PBMZbXu7x5G5Un3F5HCA633nqrqzbNxmUI4jofCWL333bbbdKxY8dg3gV9DFdeeaVMmDDB0tiu85XceeedKlfLnDlzlPcEcp0g7BFeo0aNkokTJ0qfPn0sz+G7775zne/ELidIWRyL6AOEUMQcgPO7+eabVR8g9xLuYR3KC+GBmjRpoj47CRp+nWO8n5sDBgxQcyXOB79x4KWGkHfwcMAYxffwPNPHGYscXmVx/JRlKFgQ4heYfPq+JjKul8j+MP4hrlRN5IJXi9spq7gRDaIhVnjZv4uHxKh+baTf6wtlb2HkirNRTIhErNBQtCCEEEKiRGWfDYhph0KZVARg4EcIis2bN6swFDB+GEMX4DcU/qHXoWXsMCYrdcJqNazddnMiVZ10EsZZbaCFYQKrd5H4GCtMYcS97777bBN7+40Wd8LtH5wj2kD9aIfkMgpRfl1PtwmtsfrfKZl4PMC4NsYLR0guq2OHMTCexw6xBMZIGCgRFkoLFtrjAqF2jGFfrM4BBuJon4Mf19solmAugPE13LnECYgpsTBU+onOMQKiOVcY5130Ubjj5o033lDvxxxzjArpVKVKFctyTivKNa1atVLJs/HKz89XuVsw/pHoGwm2EfIM+VO054lxLOJ55pSc3O1YdEpiHslYDBeINzpXARKjQ1wKt38Bnv0QepwEB32eVs9mv8c5jhtznhcvi9WrV6uxAeBh8fjjj0fUJ5Gi+8nN+NDhyI6IYt+WFxgSihA/qddG5NKJxeKDF1Ae9VC/rANRwC4808gW3sQK5LL46mn35Z32j3bscmOYOPbI6vL6gHZStbI31R/lL+tQ+gcKxISOw2dZihW3ntFUFq//y5VYocH3VuGhnp+9Vrbn5Xs6ZkIIIYT8j6x6Ikk+rfhLTrXOsVXOgZeF3UpAxMQGOhGuFTBqwfPBDd9++63r7W4MZTquOeppo9SkSZMkVrjpHwAxxQqjMfzrr78Oy4jqdvWmPtZQxwtjjl65HwnGOOELFiyQsga8dNauXas+I1a6DsmhE6DrPC/xPnYYThHOTY9thOuBoKSTzyOpsFViZKxq12MjFufgx/XWycu9zhWJAOY6HfYLHjfRAgZinUQ6knED7wedf8hOrMB8Bw8IL0C0PvPMM5UHxzPPPBMM62MMCZgIY1H3L7jkkktc5fNwAuKAUwJqzDs6t0k0xc8TTzwxGPIuVCL3aPWJXx4Rup+wsMIp7wrOVXv7HVvGhP14QMGCEL9p0l3k6unF4aHchoFCedQrL9iJBlaxnJ3EB+SyGDBZpHKmu/J2+0d9tGOVG8OGLk1ryaTBnVV4KDc0z85U5Z+88HhLMSEnt6DUdyh3e49mMv6aDpKRlupKrLATLVAf7dTOTHd1vIQQQggxkZ4l0rK3P2216F3cXgUCMbtXrlwZzHNhXJmqjWSh/sFHUm+dDDYUiLlvFzMaRlgtNmBFrZc47Th2nRjVKokmjFygoKD0b7dI0P0Do5ud2AAjCmJp24Ek6NqooY3QXnB7bjB8a4On0/V87733fFl9DsOTFpEQagwro8sKGCM33HBD8G8k1jaCVca9evVSnz///HNZtSqC8L8+oD2KYPT64osvZMqUKcF4+1bhoPTKcp20FqvRQyUqLgvXu127dsGV7XZhggByTOC6JBLwkNKeNHPnzi0RzsxvIDLoFevwWgsHnQfDyVsL810k3iJnnHFG8LNx3oegocMCvvDCC2HNZ6effnrQ22D8+PGOYoVTouRoYcwzYtfH8KTTni5ucDpPhFzUQjf6N1pgjGvB4LnnnvO9T8Brr73m6pka6W8G3U8Yf+PGjbMth8T1u3btKlEnkaFgQUg0gKfEjQtFBk4TadWn9Go+rMprdUHx9iHflA/PCreihRE34kP9DodECzflzfvXYgXa8Qg8LWbe1lXeva6T9DqujqQkl1TQU5OT5Nzj6qrtM27roso7eUAYMYoS7RocHhQt3IgVGr0fLVagHUIIIYREQPtBZaudKIMQGYgVjhWnTqF/sA2hZnQyVBipzCsLu3Xrpt4XL15suVIVYQzQhltQHvHIrUASbZ0sdciQISW2wWjmZNjCP/tLliwpISIY0eIHwob4ie6fLVu2qBjrZtC31157rWMb8BDRuQ8GDx7saPxCzg67c0N4kFCGua5duwYNhVZ98fPPP/uWfB0GVoTl0MeGWPVOxh/kInnppZck2iA8TYcOHYJ9iXAy2kBrBCIGDJa4T+DFYNX3GoRSQbgmpzKRAFELohzAfnQ4KOQD0GPQivvvvz/YtzgHJ2ER1wZJjcMVlvy43jq3DsBqbr2C3myUvO6669SK8ETjrrvuUv2M+xyx+Z3GWyRjEXkrMjKKF/jhehhXrluBsHxmUbZp06bBfCZWIXgw/9x00022baIO6jrNaUbRyjjvQ5jFvKrv99tvv93xWYiQPWPGjCk1r+q8GB9//LGl5x6etZiz44HuX/DWW29ZlsEc5sWD5dVXXw2GVDI/tzH2AISggQMHSrRAGLi+ffuqzxBmreYAoyhh9BZ00yc4x1ALA4yLJSL5zXDBBRcEPVifeOIJ+fHHH0uVQThOY99e/b/5L5FhDgtCogX+yWvUpfiVn1vsfYDkjIh3jBACFWFVHkSDhS9be1bgHN2KDxAbbl7myUMiuP/j+nmvZwD/jHduUkO98vL3S05uvuwuKJKMtBTJzkqXzPRKtmLCmPnrLD0rsrPSSokSEBvm3NXNs4cE2unTth49KwghhBA/aNil2At2RwSrpOEd2/BQjPuyDoz3MHLCoIl/mhH3vkGDBiosEIyWWJ2LkBr6H2iEv0F8cDPXX3+9io8NIyHaQwJixPqHsRACBhKeIpwBDAU6vI4TJ510kjIYwJsAK9x1/gx8p1fyIpyHcfU7gBiA/ffo0UPOOussFTYBsZ4hCMDAD8MnVl0Dc12AhMPYJwxPSEB8yimnBFdRwhAcbqLn/v37y8MPP6yMrxAmEBoLeUHwW3PZsmWqf2A4xDnZrYhGKCKcPwy8EGxgTIdBFmGAsA1GMZwjjh2CgtmAgnPD6k3UheiDY9LhjBByCtddc+ONN6p24OVy2mmnqWPHsWEfs2fPlueff16tzIeh3o8V+bgW8AjA6lx418B4BgMfzhHHiH7DKu6vvvpKHReuiTY0hgvGgVH0wRhBiCv0/4wZM5QBU9O7d291H9iFhBkxYoQydsILCWMO90P37t0lOztbGfY3bNigwpZghSwENdxP4cTLDwX65cILL1RGOBjxtLEeYosxN4kZeInA+IzrijBCSD6La4J7GN5UMPhhzCIcGZLVw/gXiTHSj+uNOQbGYdw3Q4cOVcIF7g3cowithnsKq9oxl7gNd1NRQJivRx55RImK6AuMURj94Q2A64m5Hf2Fa4l7+MsvvwxrPxjfWG0PkQvjGn191VVXqTkJ4xtzPq4PnjMY+xCoIC4cf/zxwTZwze6++24l5uL5g2uJewj3DfIvYPU8BC145lgZ1TFWICQi3wjGPkR4zGWpqanqmLA/LTLgOYd72cijjz6qPFEgtmP8Y8xhXkUfQiDGWIcQgzw28BJEX5rzQIwcOVKNZ8whl19+uWoPfYJnBgSap556Sl2HeIxFPGdwT2DehzCJuQiGfuSAwD0NzwrM6XjWuQmLhXkfBnM8YzHnYe6AgIhrPHz4cHUdAX4nhPu8dAt+cyxatEjt85577lHzNsZfixYt1LMV54qxDW/ADz/8UD3LAJ5lGGOY//GcxzVGEm4IEBivSM6O8RqqT9AO5iaMVdxr+jmq51qMN7swZ+bwavA2w28XjGfsF/cEPINwf+JZhDGkF2rgeVPTkKsmYQmQcs3mzZshM6vXmjVr4n045Y99uwKBnFWBwOalxe/4uzyRuy229YxN7CsMbJ/xTCDwUJb9a8ELgWiTk7svpvU0o+f+GmgwdJrtC9ujyd69ewNTpkxRL3wmhCQGvPdJRQC/WVeuXBm/366/fx8IPF7X+TeM3Qv1UD/GFBUVBXbu3Kle+OyWffv2BerUqRP8fyHUq2nTpoGlS5fatjdq1CjbukcccURg3rx5gW7duqm/8W7myy+/DJafOXNm4KyzzrJtr0WLFoHff/+9VBsDBw50dS433HCDZV99//33gbS0NMs6aNvqWPHZDZMmTQqkpKRYtl2lSpXABx98EDz+Bg0a2Lbz1ltvqfJO52dVPy8vL9C4cWPX5W+55Rbb9o8++mh1n6KeuW8048aNC5Zfv359yP4pLCwMDBkyJJCUlBTy+jVq1MhVnzsdk5sXzu+1115z1fbo0aMDVatWDdlm5cqVA2vXri1RF/2jt+MY3fSl3X3/xRdflNonxnUoDh48GHjkkUcCqampIc+hWrVqpX5nxON6r1ixwnEOu+qqqzwfV7TR94zdPe50TxlxM1c88cQTIa+n1Vystz300EOuzunjjz9Wc3yo65icnByYM2dOqXHgNNdjrsPcaXe+xnvH6VW3bl3b51dubm7gwgsvdNXO6aefbtkGngOZmZm29R588EHVn/rvcNHjo379+q6f+TNmzAikp6fbHttpp52m7iWnOcjY/99++22gZs2atu3h2WGHl7Hl5t799ddfA8cee2zI62Z+TmNOPPzww23LH3fccYEtW7aEPN577rnH1T7dXHs82+1+f+CF3w/Dhw+PuG+7OfwOi8ZvdKNdGp/9giGhSOKB+3z9PJH3B4g83VDklY4iY7oXv+PvSVcWb/chXmtU2bxE5MV2It+86K0eyqMe6nsEc+Q3v/4hQyYukxcfv1VqLSy9+q4ESMDt9fg8sGzjTuk+Yq68MW+dp3ooj3qoHw6ob5Vg2wi2ez0uQgghhMQAhOK8dKJIpeLQO65BedQrR6E8sTIQq8yxghCrcbEqFkmEsaoUq/qwOhQrFZGUEqFlsBoRsePtwGpLrHDEik7El8eqS4TfwMperFrv0qWL62PDikMkO8YKSsTXR+gOrOrE6tbHH39crbQ1JgHXPPvss2p15DXXXKNWs2KFI9rCKkeEkMCqcKwSh6eC1YpzrKrFSnisSD/66KMtkxSHy8UXX6xWSmJ1K1ap4rjgOYJjwkpwrMh1A8rDe+K+++5T1wN9g+uFPkdfIdwOroMZhG7B/rGSHivodex2O7DaGNcd4aEwFtCHzZs3l3vvvVf1P9rwE6xOxfVGQleED8O1xmp7nBvecW3gnYKVr37nisBqbPQfVmnDMwKrvLGaGivC3YZywapslMe9hBWyWAGLdnE/YexddNFFKiY67rljjjlGogWO3xiqBHle0HehwIpkeC1gJThWK+P+gXcS+h8eV2gHeTCwoh4r192sHI729UbSZ6x+x/HCewv3K/odngQYu07x4BMBzAXw+rntttvUinLcxxiTmH8QIgxzKXKARApWhsMzDSu/tWcRri/GCJ4B8GqAxwtWvOPaGEE5hIpCDgmMOcxLqId7BJ44mGswd9qBFe1Y3Q8vMHjVYY7CnIjzxFjA/IVwQfDYsXt+YXxjBT6eDfCeQBv4Dm3gHkDeIzzH8EyCJ4UVWL2PsYgwhTgmzO/oB+RawHyMeSFe4JkMzw541eG5iT7XYwAr++FhocMNugHXCdfllltukSZNmqjfEvDcOfvss1Uf4dkRK/CbBd5C8CpDX2Pu02MP8y48eBDayfz7A/ML6mGM4XqhDq41vLwwjjGm3OTHgucDvFTQvp4vwwXPdoxT/YzGNcF5oI/xfMHvKHMepUQmCapFvA+ChA/cmfAjGOCHhzFWG7Fgy3KRj25wFwYA4QL6vlY2/ymF2DDhQpHC4jjDrnM/QDyAiAA85n5Y8fsuuWPSclmTs1sGpXwq91d6p1SZbYHDpU6ShQjgJTeFSyA2DBy7RHYXFCdUcpsbwig2hJMbwk6sQBgou8TbbnNWeAHu+zpWJ364RfoPBSGkfMB7n1QEEC4IYYVgKIjrb1cvvwsRBuqCV+P2uxAxtxFGAMAg5RT6hRBSMeB9T0hiwnuflKff6Ea7NEJ7+hUOkaOeJA6/zhEZ18t9zGKUQ3nUK0vk5ZQUK9x6MhjFCoD6aAftheDrtTuk3+sLHcWKx/dfIZ0KXlbv0fa02J6XX0KscOvRYBYbUB/toL1IxAqIEouHnWmZiJueFoQQQkgZBeLDjQtFBk4TadVHJMm0ai45VaTVBcXbh3xTNhexEEIIIYQQUsFg0m2SGGAF3Xv9Rfbv8VYP5VHv6ull559UJJg+bWhJ8QHov608GcxihQbthEhYDc+KwROWyd7CIkexYkzRueqzfi9Vzun4PIIE1Lee0bSUeKD/tvJosBMb0I6bhNZOYoXen373clyEEEIIiSNJSSKNuhS/8nNF8raKFOwWScsQyawrkp4V7yMkhBBCCCEkoaBgQSo+iHoGd3+vYoUG9aYMKV5Zh39qywLa6O9GtLATK1yEaULEOISBcitWaGIhWngRB9yIDU54qU/RghBCCCmnQJygQEEIIYQQQkhcYUgoUvHZ8LX7MFB2bF8psmG+lClg9Ifo4BR+KQKxAixc96cKA1VL/pZbUye7Eis0+N4yPNRXT7sKQ+UGGP9DhWGKVKxAuKjnZ6/1VN/uuNCO2/BThBBCCCGEEEIIIYQkGhQsSMXn2zFlq51YiRYjW0QkVoCJizaq9x1ymAwsHCp5gSquxApb0UIn+g4Rhsov0aLj8FkRiRUA4aKQmBsJur3UNx+XTvDtJvwUIYQQQgghhBBCCCGJCAULUrFBLOJV0/xpa9Unxe2VF9ECMZgjECvy8vfLzJ8OeUJ8F2gWFC3ciBUalBt+4AoJVM4oFivqdxC/sRMtcnILIhIrNO0aHB4ULbzU18elxQq0QwghhBBCCCGEEEIIsYY5LEjFJneLSKDIn7bQDkSAshjb2C6nRZhiBdi2K1+KDgZKfAfRonvBSOVx4YXRB86Vyy6/UxrVbyLRwi53RKRihQZiw5y7unn2kMD++rStR88KQgghhBBCCCGEEEJCQA8LUrEpDDPRth0Fu6XMAjEis671NnzvMdH1nkJrocerWKHZlVJDog3EgeysNMtt+D7ShNfhig4UKwghhBBCCCGEEEIICQ0FC1KxqVzN3/bSMtyVCzepdCTJqJFg2yoMlGp366FE3C6pVjlF/CQjrWR74SafdqqHBNtWYaAAvteJuAkhhBBCCCGEEEIIIWUPChakYpNVTyTJJ8N7cqq9B4ORzUtEXmznWSBQ5VEP9b2Cuk7hoAC2ezimOtXTJSU5SfwgNTlJsrMOeRks27hTuo+Y61lAQHnUQ32rbU7hoAC2U7QghBBCCCGEEEIIIaRsQsGCVGyQb6Jlb3/aatE7dP4KiA0TLhQpzPMmEGjBAfVQ34toYSdWWIkrHo4pM72S9GydLX7Qs3Ud1R6A2DBw7BLZXXDAk4CgBQnUQ32jaGEnVliFh6JoQQghhBBCCCGEEEJI2YSCBan4tB8Um3YQzkmLFV4EArPgoEULN+Gh7MQKJNi+c3XxewSiRf9ODVyVc9sOwjlpscKLgGAWJLRogfbsxAok2F487Ez1boaiBSGEEEIIIYQQQgghZQ8KFqTi07CLSK3SRmtP1G4l0vBU5zKZ2SKnDfUmENgJDmgH7YUrVugE23iPQLTo3LiGNMt2mbfDhubZmdKp8RHB5NO3ntHUk4BgJ0ignanfb7EVK3SCbbxTtCCEEEIIIYQQQgghpOxDwYJUfJKSRPq+JlIpzATcqHfBq8XthMKLQOBGcLDDS90IRIukpCQZ1a+NVA0zATfqjex3gmpH40VAcPKe0HWcxIpw9kkIIYQQQgghhBBCCIkPFCxIYlCvjcilE72LFiiPeqjvFjcCQSRiBUJFffW0t7p2x4R2QoSeOvbI6vL6gHaeRQuURz3UN+NGQHASK/q0rSfPz17rSqwItU+0g9BShBBCCCGEEEIIIYSQ+ELBgiQOTbqLXD3dfXgohIFCedTzipNoMbJF+GIFQKioAZNFKmd6q2s+JtRHO6FCT4lIl6a1ZNLgzq7DQyEMFMqjnh1OokXH4bMcvScQWmr8NR0kIy211DYnzPtEfbSD9gghhBBCCCGEEEIIIfHlkLWPkEQAnhI3LhTZMF/k2zdEVk0TCRQd2p6cKtKid3GCbeSscBMGyg4tIJjFibyt4YsVmvodisUGJOdGvgu3dXU5eFagPtpxCTwlZt7WVRat+0smLNogM3/KkaKDgeD21OQk6dm6jkqwjZwVxjBQdmiBwSxO5OQWlCprFiTaNThciQ1Ivo18FqHECvM+4VmB+miHEEIIIYQQQgghhBASfyhYkMQDhvRGXYpf+bnFAkLBbpG0DJHMuiLpWf7ty060iESs0EBsuHmZKw+JUsd0XD/v9f6X06JzkxrqlZe/X3Jy82V3QZFkpKVIdla6ZKZX8tymnWhhxM57AmLDnLu6efaQQFsIK0XPCkIIIYQQQgghhBBCyg4MCUUSG4gTtZqLHNWu+N1PscIoEEAIsQLfhyNWBOtnx7aesYn0SnJM7UxpU/8w9R6OWGEUELKz0iy34Xsn74lwRQeKFYQQQgghxA1vvfWWWriD14YNGySROO2009R54534gx5LDz/8cKltX331VXA7Psebq666Sh1Lw4YN430ohJQJ8AzQ9yieDeWJeM0vTnNeeaI8X/vyCAULUvaA18P21SK/LSt+x9+xJEQSas/1kGDbKgyUqrP1UCLuGBNuouloJKhGgm2rMFAA3+tE3IQQQgghJDIKCwvl3XfflSuvvFJatGghNWrUkEqVKknNmjWlXbt2MmTIEJk1a5YcPHgw3odKKgBGAw+M34RUBGB4LUvCEim/48fqlZKSIocffrh64XOiCeWEAAoWpGwQCIisnyfy/gCRpxuKvNJRZEz34nf8PenK4u0oF002LxF5sZ13EQHlUQ/1/0cgEJANnzzlHA4KYHuMRYtlG3dK9xFzPQsBKI96qO8XaNMpHBTAdooWhBBCCCGRMXnyZGnevLlcfvnlMmHCBPn555/lr7/+kgMHDsiff/4p3333nbz22mvSo0cPadmypXz66afxPuSEgSvZ4wf6PJEEFaOxlBBCEp2K4gFS0WAOCxJ/tiwX+egGkR02RmskxV45tfhVq6VI39eKk2f7DcQGJLEuzDskMrgJ1wSxQZdH/QGTZUVyc1kw4SEZnD+uVPFtgcOlTpLJ4O9lfxECsQGJqncXHAgKBW4SVhuFBdT3I2G1nViBMFBmjwsvx0oIIYQQQkry2GOPyYMPPhj8G6LE+eefL61atZLDDjtMCRcQMD755BP54osvZM2aNXLffffJueeeG9fjJoTED4Q9YegTQqLH2LFjpX379iW+g4fj7t271eeMjAw58sgjpTyDxbwVRdyuKOdSHqBgQeLLr3NE3usvsn+Pu/IQNcb1Erl0okiT7v4dB8I5abHCi4hgFCtAYZ4cGH+BzC08R25K/k+p4o/vv0LGFJ0rg1I+lfsrvRNz0QLhnLRY4UUIMAsLqI92wkl4bdemOcG21XaKFoQQQggh3hk3blxQrKhdu7ZMmjRJunXrVqrcmWeeKTfddJOsWLFCbr/9dtmxY0ccjpYQQghJDBo1aiTHHntsKcEiN7c4NHpWVpYkJzM4Dkk8OOpJfD0rvIgVGpRHPdT3CyShPm2ot3BNZrHif3xd2NxRrAB4x9+e9ucDEBduPaOpp5BLdsIC2omWWAHwjr+9HCshhBBCSFxylpVhfv/9d/m///s/9blatWoyd+5cS7HCCIwnM2fOlLvuuitGR0kIIYQQQkgxFCxIfIAbFcJAeRUrNKg3ZYi/OS3g2XDW4+5EBBuxYmFqezk9+TtHsUITL9HCixDgRljwipc2KVoQQgghpCznLCsPPPvss7J37171+dFHH1WJtt2AFZ39+/e33T5//nwZMGCACpGQnp6uwkq1bdtW7r//fkfPDCSoNSarRXiFN998U0499VSVAByrSTt06KBybJiThSO/RqdOneSII46QzMxMOeWUU5S3iJuEzzqszQcffKA8SeBpUqVKFdUf//znP+Xvv/+WSCkqKpLx48dL7969pV69epKWlqbOCec2atQo2bdvn20+AdQDGzdutEzCakV+fr689NJLcsYZZ0idOnWkcuXK6rxwfuhT5CYJxaJFi+Tiiy9W9XEdsdr3+uuvV+HBYoHVNUJIsvPOO08dE/oQx4Rk8L/99ptjW1u2bJF7771XTjzxRKlevbpKJp+dnS3HHXecXHbZZap9vWoZnHbaaWq/6HOAa2Dud5QxsnPnTuWxhHsD4dQQrgX9jmPt2bOnjB49Wo3VaIJrhvsMx6avO+4bHA/6aeXKlZb1cP44p0ceeST4ndVYMyb4dZtb5ccff1TjpmnTplK1alV1f7Zu3Vp5ajklDPbz+pflPCG4V5955hk1NtE3eGGew/3r5j4tKChQYwsh+hAeCP0CARp9PGjQICUwm0PVmK/d1q1bZejQoaoO9m+VMDycOczoFTBnzhwldGNurlmzproH8Wxo06aN+n7Tpk0hz3XZsmVy7bXXSrNmzdQ5Yl6qX7++tGvXTnkAfvzxx45heX755Rc17nDfYx7APN+4cWPVH0uXLg25f/TBK6+8Ih07dlT3FdrAdRsxYoS6DvEE1xDH9o9//EPda+gfXCOMiT59+sj777+vroNbUPaNN96Qk08+WT1X0d4JJ5wgTz75pBqzdngdW25zRMC78+abb1bXDgnHMX4wD+CZ9q9//Uvtx0wkc7LOX6TB3GieD425jazmKyuwP1yn008/XWrVqhU8nl69esnEiRMdr5G5b//++2/lIYu+xfXB/dS1a1d55x1TxJaKSICUazZv3oyZWr3WrFkTKDesmxsIPJQV+WvdPP+PbcEL1vvC9w7bN314XyD3wexS3z82bEigwdBpti9sL9XeE0cGArnbAtFk9NxfLY8H37vZHg45ufsCrR+c4blNq2NBO2gvUdm7d29gypQp6oXPhJDEgPc+qQjgN+vKlSvj89t10+Li31nm33ehMP7+Q320E0OKiooCO3fuVC98dsvBgwcDNWvWVP8rVKtWLZCbm+vLsdx0003B/0GsXtWrVw98/vnnlvW//PLLYDmUOe+882zbueWWW1Sdv/76K9C1a1fbck888YTlvtavXx8sM27cuMA111xj20a9evUCq1atsmwHdXU5tGnFxo0bAyeccIJjvxxzzDGBn3/+uUS9hx56yLGOfplZvnx5oEGDBo512rdvH9i2zf5/ilGjRgWSk5Mt62K8fPrpp4Fu3bqpv/EeDsZrMHDgQMft6Od7773X9nxq1aql5g4r5s2bF8jKygrZj5988kmwjj43p5f5vEP1OV5t27YNbN261bZPdDlce6f7Y/bs2aXue+NYtHulpKQEXn755VJtu6lrHuO4ZvgO523H8OHDbccRXmlpaYHx48db1vXr+sca432La+a0HfdgmzZtbM8Lc6DTvP79998HGjVq5Om6ma/dwoULg88C48t47OHOYVbnbPeqWrVqYPLkyWHNScZXXl6eZf1nnnkmUKlSJdt6SUlJgQceeMB2/2i3S5cutvVPPPHEwHfffVdizEZj/Fg98w8cOOCqb3r06GHbP8b5ZebMmYGzzz7btp1WrVrZzmNex5bTnKfP7fbbb1fXx+ncrJ4hkczJbuoa92mer6xAmRYtWji2eeqppwb+/PPPkH27evXqQMOGDW3bwW+xsvAb3WiXxme/YA4LEh++HeNfO426iK/oHBJmDwr8vfBlkbzSqi48M55cf7JsK6wh4ys/LZlJ+2w9K8zo7Tqnxb7kqlJlwOTiMFVRRHszWOWJGDN/Xamk15F6VgCEkEKybmMeDTdtmo81Iy1VtRNuSCpCCCGEJCA+5ixT7dy8LOq/1yLlp59+kj/++EN97tKli1r5GClYwf7yyy+rz1j5jFWVWH26Z88etfIVK4Z37dqlVuguWbJErda044EHHpDFixfLFVdcIZdffrlagYhk31iFiRX+L7zwglpp/eKLL8o333yjVln37dtXrfhdvny5qo9V9Vh9iNWlWIFoB1Y7fvvtt2pVM1bfYnXq9u3b1SpJeGmgHazGxApPr/30559/qhXImzdvVqtdr7vuOhV2CyskkTj1888/l+eff16t/D3nnHPku+++U6t2wY033qhWy2LF/NSpU9WqZqyWdgLtoH30M1YAY9UxzgurkHEsuA6vv/66Ol/0y9dff61Wqhr56KOP5I477lCfcSy4jtqbAKuksZoV1wWrQ2MFVvriOuPcBg8erFZYY3Xp22+/rV7w3Lnmmmtk4cKFJeph1fOll16qvCdw7TBOsLIV3iZY6bp+/XrVLs7ZCFblYtziuuP6o68ef7ykxz1WtJpXX2PlNcY3PIrgwaH3gZWzM2bMkO+//14dj3n1uh9gNT5WHuNYscpWr7LG8WNc4Z7BPY8wcPAe6t79UN7HCy64QE466SR1L7z66qtBzwgzXhL8oq1hw4apzxgrGEdYXY9+mjVrlvIqQB9j1TBW3GOFsd/Xv6xz4YUXKq+XW265Rc1nWMmO+e2xxx6TVatWySeffKLOHedsBtsxd+sEzJj/MLbgMYA+xnyJ+cU8to2g7kUXXaRWzN93333So0cP5QWDa1+3bt2I5zDj2ER7OMbOnTurY4R3BNrEdcVYQVuY61G/ZcuSkRT++9//Ki8MrD7HswVjGJ4Z6K+8vDzVZ19++aWaJ63AWLvnnnvU5+OPP17NA7g/sCIddfFswthBv2Ms4nqYwSp9zJfA+KzIyclRzwp46Fldp1igvUpwT+MawAsB9xz6Zt26dWoM4fzgoYRngvbaswPPHDwjzjrrLNVXeH7gWuE6oQ2MWYxXeHSlpKSEPbbcAO8sJB8HqIdrD68PjDHc9/gt8Z//lA67HumcjHGNsuhLgH7AM9kI5lu3oD/g8YjroedczFl4ruN4MAYRlhMequjbefPm2fbt3r17VRncm7hW8DKB9wjOBZ4g8DjDbzGUwTOsQuKb9EHiQrn0sNi3KxB4+HB/PCzQDtqLBnaeFhaeF7n7CgON//mpWvnf995RytMilGeFlacF6l007FnVXqyw86Tw07PCzNINfykPCa9tojzqoX6iw1XWhCQmvPdJRSCuHhahPGkjLV/GPCwmTpwY/F/hvvvui/g4/vvf/wZXeB577LHqeMx89tlnwTIdOnRwXOGJ13PPPVeqDFZCZmZmBldVY9XlRx99VKrcDz/8ENyX9sYwYlwNiVevXr0C+/fvL1Xu0UcfDZa5++67PXtYXH755cEVkevWrbPouYBalQuvBZQbNmxYqe1uVrJrTj755OCq0R07dliWMV6H0aNHl9hWUFCgPEq0N4zVqvUff/yxhMdCLDws8LruuuuUZ5CZQYMGBcugL43AE8HKg8IMrv2uXbtsV9laHZ+ZUPPW2LFjg8cya9YsyzKReFj89ttvgT179tju/++//w4cf/zxwVW8oVZ3h8JpXG7fvl2tmMd2jKdNmzY5jvsjjzwyUFhY6Pv1L+seFljxb1UGK6yzs7NVGVwzK7CiH9txL7/77ru2x/PHH3+U+l2orx1eGRkZyivLDj/mMFxL8/U1264wBlC/f//+pbbD8wHbsA8nzzCMcfNz8Keffgp6VqDvrcYQ6mC/uj/guWdk2rRpIZ8VjzzySInx6oeHBeYMzLfGF55tCxYsUC/tGYlzWrt2rWO7Dz74oGoTz0yrucr8/L3++ust27n22muDZay8tbyMrVBz3tSpU4PbO3fubPm7QmM1x0R7TjYSysPirrvuCm6///77S23HNbziiiuCZV555RXHvq1evXpgxYoVpcpgHKSnp6sy559/fqCielgwhwWJPblbRAJF/rSFdqw8HqKZ08IItp98s2zblS9FB4sV7+8CzaR7wciQnhVmUB71lhY1lZxc+3iBfmOXJ8JPzwoz7RocLnPu6ua5TZRHPdQnhBBCCIlHzjL9+688gJV5Gqw2jxSsytaxl8eMGaNWrpo5++yz1YpCgFWRWMFpB1ZF3nrrraW+h6cFVukCrK7s16+fWqloBqtosSoY6FWxdmDVMFagpqaWDjKAlaFINA6Q+8FLDgLEtEbccIDVk1gZbAVWfmLVK3CKfR0KnCdWKwOsoMVKYStwHeC5YbU/rFDGinwALxXzSmeA/kC/xBKsrIU3jVXODmMCePO13rZtW/AzvA7swLWHR0okYLW1E1dffbVaFQ6mTJkifgPvB6xgtgMrkpGrBmAVr3EO8Bt4qOj8OMhvgBXaVuMeOWLA77//7tgn4V7/sg5i8ptzoQB4DmC8AKxIh8eUefU3PBEAvAGwQtwOeJ0hV4Md8Dyw83bzaw6DN4bZk8vIUUcdJXfffbf6bJWHQt/H8KzBKnmnMY4cS0ZGjhwp+/fvVx5EDz30kOUYQh2MLzwLsBLevGIfngWhnhVY6a6fFX6B5yVW+BtfuFbwVMJLP0NxTsccc4xjW/A2xDMBfYs+dgJ9jBxXVjz33HNB7zrdL+GMLTc89dRT6h3zGq6J1e8KjdUcE+852ejph99FAN6eVvk6cA3Rn7hf9f3mxGOPPWbpOYpxoH8TYZ6vqFCwILGnMMxE23YUFLtHlnL5DwdzPfwzmmnjyobv//fP6p7CkgLMDrGfZJ3Q9Tb/ZZ/MyonteeEJHRACsrPSLLfhez/FCk244ZwYBooQQgghURctKoBYARAqwi60TTggxAvAP9AQG+xAOBFzHSucDHBGA4ibcjoEgx0Ie4GwDFbAkDVw4ED1+a+//goaCd3w6aefqpAUMLYgTIcT2pgOscBN8lkrtBGqefPmwTAWofYHg5cxsa++JjCe6PO2M/TYJfyOBhBYYCy0AueLcBhW19oYegRG9FgBoyCMrAjLg1Bi+qVDKv3www9RPwaEW4LBGeHf9P6NRuNoHoMeRzAwIuyRHUgKba7j5/Uv6yC0mh1IJK3HEkLGGJk2bVrw82233Ra1Y4jWHIYQbTgn49jUYpveZnUfIxQRxG4vIKwWQHgipzkLY1XPm8bQYjh/HS7I7bMi3mDxAK4Dwl3p/kUIMQhDbu59LASwEz9xr2E7wPUzisJexlYoIKgi5BS45JJLbPu9PMzJSBaPEHYAIfDsQj1BNNd9i7FulUgcJCUlqfBpoeYO/GbR+61oMIcFiT2VI/9nqQRpxT9cgmxeUhxX+LSh3v6hxD+mXz0tgvwR9Tsc+s7OgwPfY/vJN0u1ytaTUbjc9O/v5PYzm3kSCt6Yt06en71W5Xbw6oGAulY5KwC+x/ZoiBaEEEIIIXEhzJxl5UmsAMZcDDBsRrp6cO3ateqzk1ihV+LCaIoVrzAW2IGVtHYYV1m6KWcUZ6xo376943bEK9dgtXOnTp3EDUuXLlXvWGlutSLXDhhVjj76aNflzfuDkcqtmIDrAKOG9rLReQuwktrOQwNghS1WTZsNi9ECORecQCxxrIw2X2t42SBePgzZMOy+8847ykMHxlVc98qVK/t6nDDwwtsI8cedxp3OH+M3aBceDR9++KG6J80r1WNxDEDf28hh47SyHiu5MY4grDjNB+FefzdgDNvNgbgv/PBAC+e84GWhMZ8XYtUDzBMNGjQIe/8wPuP+iMUctnHjRhkxYoQSEPDZCYxN43Fddtll8uSTT6pnDTwL4CV27rnnqvsbIrndfIf9wBMPwJtHe/S4OX7Nr7/+GvQW8vKs8APk5TB74ECMgKgDjF5huNcxv8ETEPmf9u3bF/a97+Y8db4qPDPg+eh1bIUCuaj0/IVcLeV1TgbGuS3UbyRs13mEUM8q30fNmjWDnhhu5g4nz5TyCgULEnuy6okkpfgTFio5taQHhBYrkAzRTRJFjXEVHepDtNi82HplnZH/ba9z4g2SkpwUDAsVKXsLi4IJpt0IBRAUdHkktPYiWhjr2uHlWAghhBBCyrVoUUHECmD8ZxdJQyNh586dwc+hjHswXmLfMAjBUG6HU2gbY8gPN+V0qCo7Qh2zMQSJ0zGbQeLucNDGMa/4sT99fm6MtOiXWAkWTtfZeK2xGto83mAgxQp9rDCGR4kOo4IwORAurrzySrWC127VqxtgWIP3EIyFbnAyJkayihcJVt2GeorGMYQzjmDshGAR7nzgdP3dAG8hJLu1AiGErMK3+IXbec58Xtq46iV5sRWhDJl+zWGfffaZugfdzm3msQlh591331X3GJ438DDRXiYw3kLAQHJms2HbzznR67MiliCxNTyZ0M9+3Pt+PBMjNZIbBYRwxnlZmJPDGUNG8ceub6u6nA/DnRPLAxQsSOxJzxJp2Vtk5dTI22rRu7g9Hc5JixUaN6KF2eUf9d/qLVJk4XEAccT8T+zn9wvWrvVsfbJM/9HeVS4c3AgFZsFhd8EBJVog10Oo8El2YgXCQJk9LihaEELI/7d3H2BSVNnfx88ADjlIVARBCYIZERYEBAVxQUXFxbQoYlwVRWX/5lXUNWJiTQgKi7ouomJCRJCkBEURI1mQBRQFBEFyqPf5Xd5qenq6Ok3o6Znv53ma6Zmuqq6urlvd3HPvOQagpAQtikGwIjKtUjJpjuIpzDRBRX2f/Y4CdahppGyigvLEJ/p8em9feeWVhNfzU2Jk+vsY5PDDD3ejgBW40E0jbZcsWeI6qD788EN306yEcePGpTyafvjw4aGOMeVE12wOjZT160r4wRAFR15++eWYMx9SodoqSiWiYIWCNKqNcOaZZ7oZSJp94KdT0kyTRo0aufv5vQ/RFKfzqDiKF6TLj2uYOp6VvkZBAI26V80RBdZ0HqrmhD/LafLkyda5c+fAc1Mpnbp06eJqaqjNql6JZk9o+7re6aaUTGqL0QJYquHQq1evhPY/KE1iUT2f77///lCwomPHjq6eiGY3qfNbgVn/eChAq+MWr+3nx+vMSwA4P6T7mhykqJ5DmYaABdKj1eX5E7DQdnyV6+xNAxVtar9E+49mUH7iaMEK/z+r0daZcKfd3PI2G2ex88imIlagICjg0L9zk5SDFX6B7WiPE7QAAADFjr7fBaWBCqtZlomURkOdUOrsUQeGUkykWnRYHaKJztZQvQR/BHh42oJ0irfP4Y8ns8/+LBalZFDx6oLuwPGfT6lxUi3+6r+Xicy6yevMnMKkY69CpH4xUuUGHz9+vEtropkJul111VX21ltvpbR9FeL1C56q8HlQkeNkZugkQ529fv0GFW4Nrw1RGM8fSe1ExziRc8RPv5Ou64FfnyCT+OnagnLc55f8uIapWLKfR1/tS0GHVM9NBTg0k0I30aypd955xxXMVs2GkSNHurSD/fv3z7H/okBeKtfFZD7f0nFNVEe7X9BZM0x0LYgsPJ5s+y+oz8RkhKckTOU8T/c1OVz4MdKxi5XKMjwdWVH5jlQUUXQb6dGwg1mt5nnbRu3DzRq2T76IYrxgRbyRdQHP0XDOg3ZbtYmWF4fVqWy3d8+d41KBAgUQkgk4xJLIuvqp3xPZFwAAgIyVSM2yDBVeVFn52/0Oj1Ro9HaTJk3cfeXOjkW511U3QVLtVM9vfoqgRB5PZp/VcSbKu+7ngi/IEZn+86njOlYh1Fj8orNK9RQrtZBGNiuNT6ZSihGlAlJxXY1EFqWYiUwLkuixV/FZ6dGjR2DHmDoW83M2U7TnF6W3ChLvPMyv0b9+O9HrDS/qHkkpe/x6BkXlepAJ/HNWxa3j1YPIi/y4hvnnpjpfg4IVksr2FUS59dZbXXFmf1bE6NGjQ4+rhoKCHDJjxowU9t7cTBC/TSfzWVFY1OHuX+81gyQoWKFAtuobpfMzMdlzz78eaVZcstJ9TQ4XfozifUcKLyrPNTEYAQukhy5KZw8x2y/FAtxa76zn9m4nUiJBi1SDFXGe46ptI+ya7HGWigrZpe2xc4+xK09sFDdQUNDBCh9BCwAAUKwl8p0w2sCXDHLjjTeGciErXcaCBQsSWk81IVTcM5zfEaVOgvD/cEcKD4zE6rwqTBMmTAgcwanXqlG7/khbv6MwEWeccUaow+XJJ59Mef/KlSsX6jSMRR0zfifM4MGDU3ou/z3RNl566aXA5f79738XWgqNgqRR10qhIupY90eCJ3vs/U75WAXsNRK8oEbEhwcFgvZB57I/6jiI/3oTec2JnEc6nmPGjAlcTilb/POoqFwPMoGuLb4nnniiQJ8nr9cw/9xUnYWgekJKF6W0PKmqX79+aNR6eO0DzQjp3r176DqvGRnJUrFxv/B1op8VhSmRtu9/9sYKHoZ7/fXXA2s66Dn8oJDS7eW1jkoQBbhOOOEEd1/Ppxk0yciva3KinwGxtGzZMlTTQ+dIUDvQTKbCOLbFAQELpE/dY83OfyX5oIWW13paP0isoMVjzaL/x7T03pyfCecsDniOm7LfsoOzw+poJBiseP6ilnbkQVXjBgr+9MBHKQcrft20zQZPWpzUukH7ou1oewAAAMUqWKE0UMUoaKFczk8//XToP/XquA0qPuubN2+eK3A6aNCgHH+/+uqrQyM7la5DKaYiqbPHzyndunVra9WqlRUF6ohQOqBoxSkfeughV/9ALr300lAtgEQcdthhoZzpo0aNcnUSYtGsBhWWjeR3Wmg0ujo0gnTt2tUdV9H7Ez7SOBq/rkM4pUzyn+++++6LOiJX54BypmcCpTtTvYpYtR/8c1759WvVqpXjcf9Y/PDDDzGfx59hpOMZLcWI1lde+YLiP78fTIrmtttuizuaOLyDLN5rjkWzV/xg6IABA2zVqlW5lvn666/tgQceCF2L/HRdiE/BHXWCitIh6foSRDOlUi0onB/XMP/cVFAi2jVJ112lMIvVIf3222/nCiaGW7FiRSj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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "fig = plt.figure(figsize=(8,4), dpi=200)\n", "ax = fig.add_subplot(111)\n", @@ -210,7 +248,7 @@ }, { "cell_type": "markdown", - "id": "0158cdf5", + "id": "f0422e22", "metadata": {}, "source": [ "### Port Storage" @@ -218,10 +256,31 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "d84d9d1e", + "execution_count": 6, + "id": "1e1b607e", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "fig = plt.figure(figsize=(8,4), dpi=200)\n", "ax = fig.add_subplot(111)\n", From e659e0d5fa8483f42993a90b0906142d5d9f0a0e Mon Sep 17 00:00:00 2001 From: "Hammond, Rob" <13874373+RHammond2@users.noreply.github.com> Date: Thu, 16 Apr 2026 14:27:24 -0700 Subject: [PATCH 10/13] remove erroneous write --- docs/clean_notebook.py | 1 - 1 file changed, 1 deletion(-) diff --git a/docs/clean_notebook.py b/docs/clean_notebook.py index 467f8c8b..baffe9cd 100644 --- a/docs/clean_notebook.py +++ b/docs/clean_notebook.py @@ -21,7 +21,6 @@ def remove_extraneous(notebook_fn: str | Path): with notebook_fn.open("w", encoding="utf-8") as f: nbf.write(notebook, f) - nbf.write("\n") if __name__ == "__main__": From 4e4e494fbbb6adc99924059a87cb1e851c458668 Mon Sep 17 00:00:00 2001 From: "Hammond, Rob" <13874373+RHammond2@users.noreply.github.com> Date: Thu, 16 Apr 2026 14:50:09 -0700 Subject: [PATCH 11/13] ensure output is written and deleted --- docs/build_book.sh | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/docs/build_book.sh b/docs/build_book.sh index c8f91f37..7e3d7583 100644 --- a/docs/build_book.sh +++ b/docs/build_book.sh @@ -1,10 +1,14 @@ rm -rf _build -jupyter-book build . +jupyter-book build . > build_log.txt cp -f _build/jupyter_execute/**/*.ipynb ../examples/ nb_file_names=$(find _build/jupyter_execute/**/*.ipynb -type f | awk -F/ 'BEGIN {ORS=" "} {print $NF}') cd ../examples -python ../docs/clean_notebook $nb_file_names +python ../docs/clean_notebook.py $nb_file_names pre-commit run --files $nb_file_names + cd ../docs +printf "\nORBIT documentation built succesfully, and updated examples have been copied into ORBIT/examples/ and validated\n" +tail -n 15 build_log.txt +rm -rf build_log.txt From 0a8804a0a383678b95a4e518957d8c8f5989165b Mon Sep 17 00:00:00 2001 From: "Hammond, Rob" <13874373+RHammond2@users.noreply.github.com> Date: Thu, 16 Apr 2026 14:50:19 -0700 Subject: [PATCH 12/13] fix file reference --- docs/methods/CommonCost.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/methods/CommonCost.md b/docs/methods/CommonCost.md index ba19f30f..6b81f85c 100644 --- a/docs/methods/CommonCost.md +++ b/docs/methods/CommonCost.md @@ -19,7 +19,7 @@ and it shows the `Class`, `attribute_name`, `units`, and the cost value in 2024 future releases, these costs will adjust based on the market indices so any user can be sure that the common costs in their model is not outdated. -:::{figure} ../imagesimages/cost_by_procurement.png +:::{figure} ../images/cost_by_procurement.png :align: center Cost by Procurement Year. Note that values are inflated from the procurement year USD to 2024 USD using CPI From 72a4b516e1c0c9a4771a8174062af2eea078db61 Mon Sep 17 00:00:00 2001 From: "Hammond, Rob" <13874373+RHammond2@users.noreply.github.com> Date: Thu, 16 Apr 2026 14:50:32 -0700 Subject: [PATCH 13/13] update examples --- examples/available_outputs.ipynb | 114 +++++++++---------- examples/cable_installation.ipynb | 32 +++--- examples/cost_curves.ipynb | 50 ++++----- examples/custom_array.ipynb | 90 +++++++-------- examples/export_cable_system.ipynb | 28 ++--- examples/fixed_bottom_installations.ipynb | 34 +++--- examples/introduction.ipynb | 58 +++++----- examples/parametric_manager.ipynb | 128 +++++++++++----------- examples/project_manager.ipynb | 32 +++--- examples/supply_chains.ipynb | 26 ++--- 10 files changed, 294 insertions(+), 298 deletions(-) diff --git a/examples/available_outputs.ipynb b/examples/available_outputs.ipynb index 76087626..17dc6d54 100644 --- a/examples/available_outputs.ipynb +++ b/examples/available_outputs.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "090bb98a", + "id": "71bb88c1", "metadata": {}, "source": [ "(outputs-tutorial)=\n", @@ -23,7 +23,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "dad99bb9", + "id": "88bc2df7", "metadata": {}, "outputs": [ { @@ -57,7 +57,7 @@ }, { "cell_type": "markdown", - "id": "41f10455", + "id": "caf5e2a3", "metadata": {}, "source": [ "## Project Details\n", @@ -71,7 +71,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "1586c02c", + "id": "d00a78c2", "metadata": {}, "outputs": [ { @@ -145,7 +145,7 @@ }, { "cell_type": "markdown", - "id": "1a367e85", + "id": "d798d3db", "metadata": {}, "source": [ "### Project Parameterizaions\n", @@ -161,7 +161,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "b3d65f51", + "id": "3e1d137e", "metadata": {}, "outputs": [ { @@ -184,7 +184,7 @@ }, { "cell_type": "markdown", - "id": "d072e4bd", + "id": "583413a8", "metadata": {}, "source": [ "### Event Timing\n", @@ -197,7 +197,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "3481f8ee", + "id": "0b35ac5d", "metadata": {}, "outputs": [ { @@ -216,7 +216,7 @@ }, { "cell_type": "markdown", - "id": "63ca6ac0", + "id": "64f3a272", "metadata": {}, "source": [ "## All Outputs At Once\n", @@ -233,7 +233,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "cd649492", + "id": "622dae5c", "metadata": {}, "outputs": [ { @@ -354,7 +354,7 @@ }, { "cell_type": "markdown", - "id": "f2865ce8", + "id": "0a295cb7", "metadata": {}, "source": [ "## CapEx\n", @@ -378,7 +378,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "84bb4df9", + "id": "d314feb0", "metadata": {}, "outputs": [ { @@ -397,7 +397,7 @@ }, { "cell_type": "markdown", - "id": "451d82ab", + "id": "dae4f2d5", "metadata": {}, "source": [ "### Categorical CapEx Breakdowns\n", @@ -410,7 +410,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "eff4d4b0", + "id": "b022c1a1", "metadata": {}, "outputs": [ { @@ -442,7 +442,7 @@ }, { "cell_type": "markdown", - "id": "f0987ff4", + "id": "0a5c4c0c", "metadata": {}, "source": [ "Like in the previous examples, the `capex_breakdown_per_kw` will provide each category's associated\n", @@ -452,7 +452,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "b4154265", + "id": "86087579", "metadata": {}, "outputs": [ { @@ -484,7 +484,7 @@ }, { "cell_type": "markdown", - "id": "bafb8af7", + "id": "854a9dc3", "metadata": {}, "source": [ "### BOS CapEx\n", @@ -496,7 +496,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "5a4667a3", + "id": "e02ff6e4", "metadata": {}, "outputs": [ { @@ -515,7 +515,7 @@ }, { "cell_type": "markdown", - "id": "bbc9106e", + "id": "956fd69b", "metadata": {}, "source": [ "### System CapEx\n", @@ -530,7 +530,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "4ba48f98", + "id": "0de00ef2", "metadata": {}, "outputs": [ { @@ -549,7 +549,7 @@ }, { "cell_type": "markdown", - "id": "63a46959", + "id": "5253f59c", "metadata": {}, "source": [ "To view the individual component system costs, users can inspect the `system_costs` dictionary where\n", @@ -559,7 +559,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "e017c83c", + "id": "f6b000f8", "metadata": {}, "outputs": [ { @@ -581,7 +581,7 @@ }, { "cell_type": "markdown", - "id": "132197ce", + "id": "a48a3bf6", "metadata": {}, "source": [ "### Installation Capex\n", @@ -597,7 +597,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "bd3a7ac3", + "id": "61506376", "metadata": {}, "outputs": [ { @@ -616,7 +616,7 @@ }, { "cell_type": "markdown", - "id": "e5a84b08", + "id": "efc63a57", "metadata": {}, "source": [ "To view the individual component installation costs, users can inspect the `installation_costs`\n", @@ -627,7 +627,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "02aa5467", + "id": "e2c57386", "metadata": {}, "outputs": [ { @@ -650,7 +650,7 @@ }, { "cell_type": "markdown", - "id": "7816c00d", + "id": "8102094e", "metadata": {}, "source": [ "### Turbine CapEx\n", @@ -662,7 +662,7 @@ { "cell_type": "code", "execution_count": 14, - "id": "918bd8a7", + "id": "96483c47", "metadata": {}, "outputs": [ { @@ -681,7 +681,7 @@ }, { "cell_type": "markdown", - "id": "91f506e4", + "id": "abe5b7c2", "metadata": {}, "source": [ "### Project CapEx\n", @@ -696,7 +696,7 @@ { "cell_type": "code", "execution_count": 15, - "id": "68bd4cc2", + "id": "311d90fc", "metadata": {}, "outputs": [ { @@ -715,7 +715,7 @@ }, { "cell_type": "markdown", - "id": "50c49fe5", + "id": "3ea8367a", "metadata": {}, "source": [ "### Soft CapEx\n", @@ -730,7 +730,7 @@ { "cell_type": "code", "execution_count": 16, - "id": "b40ce054", + "id": "5cc775a5", "metadata": {}, "outputs": [ { @@ -749,7 +749,7 @@ }, { "cell_type": "markdown", - "id": "6fc12cf9", + "id": "ca2df6ba", "metadata": {}, "source": [ "The soft CapEx can also be broken down using both the `soft_capex_breakdown` and the `capex_detailed_soft_capex_breakdown`, which also provide a capacity-noramlized variation by adding\n", @@ -761,7 +761,7 @@ { "cell_type": "code", "execution_count": 17, - "id": "98664937", + "id": "2b40f38d", "metadata": {}, "outputs": [ { @@ -785,7 +785,7 @@ { "cell_type": "code", "execution_count": 18, - "id": "af0d2900", + "id": "75b589d2", "metadata": {}, "outputs": [ { @@ -822,7 +822,7 @@ }, { "cell_type": "markdown", - "id": "7ef11daf", + "id": "67f0d176", "metadata": {}, "source": [ "The soft CapEx values are also available as independent values:\n", @@ -838,7 +838,7 @@ { "cell_type": "code", "execution_count": 19, - "id": "f6cc066d", + "id": "3f073ee5", "metadata": {}, "outputs": [ { @@ -865,7 +865,7 @@ }, { "cell_type": "markdown", - "id": "ee82e2d2", + "id": "f28d9ad5", "metadata": {}, "source": [ "### All Other CapEx Categories\n", @@ -882,7 +882,7 @@ { "cell_type": "code", "execution_count": 20, - "id": "edc85a27", + "id": "6dda18bd", "metadata": {}, "outputs": [ { @@ -901,7 +901,7 @@ }, { "cell_type": "markdown", - "id": "237bcd0a", + "id": "7201b4d4", "metadata": {}, "source": [ "#### Onshore Substation CapEx\n", @@ -912,7 +912,7 @@ { "cell_type": "code", "execution_count": 21, - "id": "8a465bbe", + "id": "e1b74645", "metadata": {}, "outputs": [ { @@ -931,7 +931,7 @@ }, { "cell_type": "markdown", - "id": "9fb1629b", + "id": "ef5198a6", "metadata": {}, "source": [ "#### Overnight CapEx\n", @@ -942,7 +942,7 @@ { "cell_type": "code", "execution_count": 22, - "id": "1f266e29", + "id": "c33616fb", "metadata": {}, "outputs": [ { @@ -959,7 +959,7 @@ }, { "cell_type": "markdown", - "id": "c3320e16", + "id": "d5266e63", "metadata": {}, "source": [ "## Logging\n", @@ -977,7 +977,7 @@ { "cell_type": "code", "execution_count": 23, - "id": "f66cc923", + "id": "94789b34", "metadata": {}, "outputs": [ { @@ -1005,7 +1005,7 @@ }, { "cell_type": "markdown", - "id": "c5e12370", + "id": "df4b1233", "metadata": {}, "source": [ "The `project_logs` provides a list of the when a component installation was completed using the\n", @@ -1035,7 +1035,7 @@ { "cell_type": "code", "execution_count": 24, - "id": "93fb4f11", + "id": "b32ad896", "metadata": {}, "outputs": [ { @@ -1123,7 +1123,7 @@ }, { "cell_type": "markdown", - "id": "c6cfcc86", + "id": "c6b258dd", "metadata": {}, "source": [ "Below, we can see the installation timing is not quite realistic given the WTIV is used for the\n", @@ -1135,7 +1135,7 @@ { "cell_type": "code", "execution_count": 25, - "id": "00130c4b", + "id": "c6cd0603", "metadata": {}, "outputs": [ { @@ -1173,7 +1173,7 @@ }, { "cell_type": "markdown", - "id": "77ec6e5c", + "id": "7e0bf8cc", "metadata": {}, "source": [ "### Detailed Event Timing\n", @@ -1186,7 +1186,7 @@ { "cell_type": "code", "execution_count": 26, - "id": "ff0c7911", + "id": "179a2eb1", "metadata": {}, "outputs": [ { @@ -1370,7 +1370,7 @@ }, { "cell_type": "markdown", - "id": "80a3e5c2", + "id": "fc8fd3b7", "metadata": {}, "source": [ "Using the data frame we can filter produce vessel timing summaries for a single phase or a single\n", @@ -1385,7 +1385,7 @@ { "cell_type": "code", "execution_count": 27, - "id": "d7d4491b", + "id": "dc0b2276", "metadata": {}, "outputs": [ { @@ -1544,7 +1544,7 @@ }, { "cell_type": "markdown", - "id": "b3e61c70", + "id": "b2b0dfe5", "metadata": {}, "source": [ "## Cash Flow and Net Present Value\n", @@ -1565,7 +1565,7 @@ { "cell_type": "code", "execution_count": 28, - "id": "bf94b408", + "id": "cd431583", "metadata": {}, "outputs": [ { @@ -1582,7 +1582,7 @@ }, { "cell_type": "markdown", - "id": "c39ed505", + "id": "957f095d", "metadata": {}, "source": [ "Below, we highlight the first 12 months of the project cash flow. In the 10th month we can see that\n", @@ -1593,7 +1593,7 @@ { "cell_type": "code", "execution_count": 29, - "id": "be4fc3e3", + "id": "b08c82b4", "metadata": {}, "outputs": [ { diff --git a/examples/cable_installation.ipynb b/examples/cable_installation.ipynb index 5d575b85..cbe8946a 100644 --- a/examples/cable_installation.ipynb +++ b/examples/cable_installation.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6acfa1a2", + "id": "146ab067", "metadata": {}, "source": [ "# Cable Laying and Burying\n", @@ -15,7 +15,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "7e2712c7", + "id": "827f7203", "metadata": {}, "outputs": [], "source": [ @@ -28,7 +28,7 @@ }, { "cell_type": "markdown", - "id": "1d74c915", + "id": "78b1baec", "metadata": {}, "source": [ "Below, we set up a base configuration using an imagined cable and sections (25 each of 1km and 2km cable sections) designed for simplicity." @@ -37,7 +37,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "160fbbfb", + "id": "66223ce4", "metadata": {}, "outputs": [], "source": [ @@ -58,7 +58,7 @@ }, { "cell_type": "markdown", - "id": "eaa7f475", + "id": "7ddd128c", "metadata": {}, "source": [ "## Single Cable Laying and Burying Process\n", @@ -71,7 +71,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "3cc071a8", + "id": "faf15b7c", "metadata": {}, "outputs": [ { @@ -92,7 +92,7 @@ }, { "cell_type": "markdown", - "id": "2f79f16b", + "id": "e106d8b0", "metadata": {}, "source": [ "## Separate Cable Laying and Burying Processes\n", @@ -110,7 +110,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "3477ab38", + "id": "d6306178", "metadata": {}, "outputs": [], "source": [ @@ -124,7 +124,7 @@ }, { "cell_type": "markdown", - "id": "9fbf0e68", + "id": "5a241b8b", "metadata": {}, "source": [ "## Including a Trenching Vessel\n", @@ -138,7 +138,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "7b1d226a", + "id": "124af83a", "metadata": {}, "outputs": [], "source": [ @@ -154,7 +154,7 @@ }, { "cell_type": "markdown", - "id": "d19771b4", + "id": "e2984c17", "metadata": {}, "source": [ "## Viewing the results\n", @@ -166,7 +166,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "8cae6b5c", + "id": "cd9532be", "metadata": {}, "outputs": [ { @@ -391,7 +391,7 @@ }, { "cell_type": "markdown", - "id": "9c76bfd3", + "id": "107b8bd2", "metadata": {}, "source": [ "Now, we demonstrate the separate process by combining the separate laying and burying steps taken\n", @@ -404,7 +404,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "939e65dd", + "id": "faa4519e", "metadata": {}, "outputs": [ { @@ -665,7 +665,7 @@ }, { "cell_type": "markdown", - "id": "53f75180", + "id": "56292aae", "metadata": {}, "source": [ "Similar to the above, when we add trenching as a separate step, we have three discrete stages to\n", @@ -675,7 +675,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "9d706373", + "id": "e989a1bb", "metadata": {}, "outputs": [ { diff --git a/examples/cost_curves.ipynb b/examples/cost_curves.ipynb index 8db00d67..07b268e0 100644 --- a/examples/cost_curves.ipynb +++ b/examples/cost_curves.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "002c4a3b", + "id": "ec3350cd", "metadata": {}, "source": [ "# Cost Curve Creator\n", @@ -45,7 +45,7 @@ }, { "cell_type": "markdown", - "id": "8348424b", + "id": "d863381b", "metadata": {}, "source": [ "## Practical Guidance\n", @@ -238,7 +238,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "0b2623b2", + "id": "af501f9a", "metadata": {}, "outputs": [], "source": [ @@ -267,7 +267,7 @@ }, { "cell_type": "markdown", - "id": "89e5b554", + "id": "72f822c5", "metadata": {}, "source": [ "## Configuration\n", @@ -278,7 +278,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "d08ae641", + "id": "cc5371be", "metadata": {}, "outputs": [], "source": [ @@ -291,7 +291,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "3e7fc12e", + "id": "91b814a1", "metadata": {}, "outputs": [], "source": [ @@ -307,7 +307,7 @@ }, { "cell_type": "markdown", - "id": "c470d309", + "id": "02a7ca94", "metadata": {}, "source": [ "## Curve Fit Library" @@ -316,7 +316,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "d1372091", + "id": "bef59908", "metadata": {}, "outputs": [], "source": [ @@ -385,7 +385,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "f28cf9e7", + "id": "1b8c255a", "metadata": {}, "outputs": [], "source": [ @@ -672,7 +672,7 @@ }, { "cell_type": "markdown", - "id": "6755f314", + "id": "560266a2", "metadata": {}, "source": [ "# ORBIT Design Phase Cost Curves\n", @@ -687,7 +687,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "480a0b51", + "id": "7dc932ae", "metadata": {}, "outputs": [ { @@ -748,7 +748,7 @@ }, { "cell_type": "markdown", - "id": "4a360c56", + "id": "3b1aecc0", "metadata": {}, "source": [ "## Semi-Submersible Substructure\n", @@ -763,13 +763,13 @@ { "cell_type": "code", "execution_count": 7, - "id": "b0dbeeee", + "id": "eedfb82a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 7, @@ -813,7 +813,7 @@ }, { "cell_type": "markdown", - "id": "e6310a1d", + "id": "8e9a19bb", "metadata": {}, "source": [ "## Mooring System\n", @@ -831,7 +831,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "a9ab2d56", + "id": "fb89733f", "metadata": {}, "outputs": [ { @@ -937,7 +937,7 @@ }, { "cell_type": "markdown", - "id": "8fa88f2b", + "id": "72dd9ccc", "metadata": {}, "source": [ "## Array System\n", @@ -953,7 +953,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "b86f77a9", + "id": "818ffcf1", "metadata": {}, "outputs": [ { @@ -1044,7 +1044,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "d278fbda", + "id": "6e5f9ae7", "metadata": {}, "outputs": [ { @@ -1121,7 +1121,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "58f97033", + "id": "abc5a865", "metadata": {}, "outputs": [ { @@ -1172,7 +1172,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "36e759e5", + "id": "b7f6e121", "metadata": {}, "outputs": [ { @@ -1189,7 +1189,7 @@ }, { "cell_type": "markdown", - "id": "86d4d60d", + "id": "04ff85d1", "metadata": {}, "source": [ "## Export System\n", @@ -1205,7 +1205,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "ffb1d3bf", + "id": "f99eea12", "metadata": {}, "outputs": [ { @@ -1298,7 +1298,7 @@ }, { "cell_type": "markdown", - "id": "15e2f0cb", + "id": "0e12a849", "metadata": {}, "source": [ "## Offshore Floating Substation\n", @@ -1310,7 +1310,7 @@ { "cell_type": "code", "execution_count": 14, - "id": "5e34d67b", + "id": "fa3639ba", "metadata": {}, "outputs": [ { diff --git a/examples/custom_array.ipynb b/examples/custom_array.ipynb index 921b9289..46d2cb0a 100644 --- a/examples/custom_array.ipynb +++ b/examples/custom_array.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5de0bfd5", + "id": "45445547", "metadata": {}, "source": [ "(custom-array-layou)=\n", @@ -24,7 +24,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "52f17bcc", + "id": "60871d9e", "metadata": {}, "outputs": [ { @@ -58,7 +58,7 @@ }, { "cell_type": "markdown", - "id": "715431de", + "id": "88005772", "metadata": {}, "source": [ "## Contents\n", @@ -90,7 +90,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "02515138", + "id": "ddb99c23", "metadata": {}, "outputs": [ { @@ -114,7 +114,7 @@ }, { "cell_type": "markdown", - "id": "72c2f423", + "id": "845984a7", "metadata": {}, "source": [ "### Key Differences In A Custom Layout Configuration\n", @@ -135,7 +135,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "3acf15fd", + "id": "03f77fd0", "metadata": {}, "outputs": [ { @@ -232,7 +232,7 @@ }, { "cell_type": "markdown", - "id": "96152337", + "id": "4a4ed1c9", "metadata": {}, "source": [ "### Custom Array Layout CSV Explanation\n", @@ -265,7 +265,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "3ed86dd4", + "id": "f56d68a1", "metadata": {}, "outputs": [ { @@ -480,7 +480,7 @@ }, { "cell_type": "markdown", - "id": "a63f827f", + "id": "6a5227d7", "metadata": {}, "source": [ "(case_1)=\n", @@ -498,7 +498,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "fce651ec", + "id": "87a2ae1e", "metadata": {}, "outputs": [ { @@ -534,7 +534,7 @@ }, { "cell_type": "markdown", - "id": "2b9361d6", + "id": "621645d6", "metadata": {}, "source": [ "There are a few items worth noting in the layout:\n", @@ -550,7 +550,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "3aa0160d", + "id": "299dd110", "metadata": {}, "outputs": [], "source": [ @@ -563,7 +563,7 @@ }, { "cell_type": "markdown", - "id": "86c5e56a", + "id": "dcf316f5", "metadata": {}, "source": [ "(case_2)=\n", @@ -581,7 +581,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "796df462", + "id": "421e5c36", "metadata": {}, "outputs": [ { @@ -605,7 +605,7 @@ }, { "cell_type": "markdown", - "id": "f8923711", + "id": "783ed027", "metadata": {}, "source": [ "The below figure demonstrates the meaning of the straight-line distance between two points." @@ -614,7 +614,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "b5702e5f", + "id": "41d9d40f", "metadata": {}, "outputs": [ { @@ -644,7 +644,7 @@ }, { "cell_type": "markdown", - "id": "f3ce4669", + "id": "74290bb8", "metadata": {}, "source": [ "Here the cable length and bury speed are still set to 0 to indicate that they are unknown, which\n", @@ -655,7 +655,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "c9598625", + "id": "4e1b64ef", "metadata": {}, "outputs": [ { @@ -918,7 +918,7 @@ }, { "cell_type": "markdown", - "id": "add89388", + "id": "419f9308", "metadata": {}, "source": [ "For later comparison, we'll show the cabling costs for the straight-line cabling assumption." @@ -927,7 +927,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "911881ae", + "id": "b030f439", "metadata": {}, "outputs": [ { @@ -952,7 +952,7 @@ }, { "cell_type": "markdown", - "id": "53b0de17", + "id": "5b736ea0", "metadata": {}, "source": [ "(case_3)=\n", @@ -977,7 +977,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "3c6a09cb", + "id": "58abce19", "metadata": {}, "outputs": [ { @@ -1192,7 +1192,7 @@ }, { "cell_type": "markdown", - "id": "0aabc996", + "id": "52e7351b", "metadata": {}, "source": [ "Using the distance-based location data requires us to set `distance` to True in the\n", @@ -1203,7 +1203,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "37ee189e", + "id": "a99166a4", "metadata": {}, "outputs": [ { @@ -1228,7 +1228,7 @@ }, { "cell_type": "markdown", - "id": "720f309a", + "id": "6b1381fd", "metadata": {}, "source": [ "Alternatively, we can set the `distance=True` when calling the `CustomArraySystemDesign`, however\n", @@ -1241,7 +1241,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "3ba31273", + "id": "0a712533", "metadata": {}, "outputs": [ { @@ -1271,7 +1271,7 @@ }, { "cell_type": "markdown", - "id": "63fab445", + "id": "191e1574", "metadata": {}, "source": [ "Overall, the cabling cost is highly similar, with the difference being attributed to the method\n", @@ -1281,7 +1281,7 @@ { "cell_type": "code", "execution_count": 14, - "id": "7fb18530", + "id": "8d672377", "metadata": {}, "outputs": [ { @@ -1306,7 +1306,7 @@ }, { "cell_type": "markdown", - "id": "16df889e", + "id": "3bd78f55", "metadata": {}, "source": [ "(case_4)=\n", @@ -1328,7 +1328,7 @@ { "cell_type": "code", "execution_count": 15, - "id": "e1ca530e", + "id": "4f24d4cc", "metadata": {}, "outputs": [ { @@ -1365,7 +1365,7 @@ { "cell_type": "code", "execution_count": 16, - "id": "e864cc46", + "id": "8137a6f8", "metadata": {}, "outputs": [ { @@ -1390,7 +1390,7 @@ }, { "cell_type": "markdown", - "id": "2b26442e", + "id": "435443e8", "metadata": {}, "source": [ "(case_5)=\n", @@ -1414,7 +1414,7 @@ { "cell_type": "code", "execution_count": 17, - "id": "3dd4081b", + "id": "e66e4561", "metadata": {}, "outputs": [ { @@ -1441,7 +1441,7 @@ }, { "cell_type": "markdown", - "id": "949cf3e6", + "id": "78305359", "metadata": {}, "source": [ "Note that there are now cable lengths defined as well as burial speeds for the installation phase." @@ -1450,7 +1450,7 @@ { "cell_type": "code", "execution_count": 18, - "id": "fe8fa74e", + "id": "c37c9d5d", "metadata": {}, "outputs": [ { @@ -1713,7 +1713,7 @@ }, { "cell_type": "markdown", - "id": "77406409", + "id": "1a467bd3", "metadata": {}, "source": [ "Once again, the cabling costs have increased." @@ -1722,7 +1722,7 @@ { "cell_type": "code", "execution_count": 19, - "id": "3c2b09a6", + "id": "0093034d", "metadata": {}, "outputs": [ { @@ -1747,7 +1747,7 @@ }, { "cell_type": "markdown", - "id": "8835a368", + "id": "05599cc6", "metadata": {}, "source": [ "(running)=\n", @@ -1766,7 +1766,7 @@ { "cell_type": "code", "execution_count": 20, - "id": "7bf82547", + "id": "8a053a62", "metadata": {}, "outputs": [], "source": [ @@ -1792,7 +1792,7 @@ }, { "cell_type": "markdown", - "id": "7d3de80e", + "id": "1e1652b0", "metadata": {}, "source": [ "### Run And Inspect The Simulation Results\n", @@ -1805,7 +1805,7 @@ { "cell_type": "code", "execution_count": 21, - "id": "9ea53b99", + "id": "ea5bef83", "metadata": {}, "outputs": [ { @@ -1834,7 +1834,7 @@ }, { "cell_type": "markdown", - "id": "35e885b9", + "id": "e8f4114f", "metadata": {}, "source": [ "(project_manager)=\n", @@ -1849,7 +1849,7 @@ { "cell_type": "code", "execution_count": 22, - "id": "d3e7cc8e", + "id": "1d7f213c", "metadata": {}, "outputs": [ { @@ -1911,7 +1911,7 @@ }, { "cell_type": "markdown", - "id": "d063d5ae", + "id": "67552380", "metadata": {}, "source": [ "Below, we can see that the results coming from the `ProjectManager` are the same as the additive\n", @@ -1921,7 +1921,7 @@ { "cell_type": "code", "execution_count": 23, - "id": "2d2afca5", + "id": "b1a64e9b", "metadata": {}, "outputs": [ { diff --git a/examples/export_cable_system.ipynb b/examples/export_cable_system.ipynb index c5841b16..224ff192 100644 --- a/examples/export_cable_system.ipynb +++ b/examples/export_cable_system.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "97213178", + "id": "68197eff", "metadata": {}, "source": [ "# HVAC vs HVDC Systems\n", @@ -17,7 +17,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "b318e195", + "id": "91eaff96", "metadata": {}, "outputs": [], "source": [ @@ -36,7 +36,7 @@ }, { "cell_type": "markdown", - "id": "910a3187", + "id": "326d01cc", "metadata": {}, "source": [ "## Setup The Models\n", @@ -50,7 +50,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "da6598ea", + "id": "ba8b8a25", "metadata": {}, "outputs": [], "source": [ @@ -79,7 +79,7 @@ }, { "cell_type": "markdown", - "id": "7b55db97", + "id": "4000381a", "metadata": {}, "source": [ "Now we can create an HVAC and HVDC variation of the `base_config`" @@ -88,7 +88,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "42f0370a", + "id": "5e35bc1b", "metadata": {}, "outputs": [ { @@ -120,7 +120,7 @@ }, { "cell_type": "markdown", - "id": "c5409bb1", + "id": "7e1eeca6", "metadata": {}, "source": [ "## Compare the Results" @@ -129,7 +129,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "bc5ef238", + "id": "57d646ad", "metadata": {}, "outputs": [ { @@ -149,7 +149,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "37286b0b", + "id": "2a7cc423", "metadata": {}, "outputs": [ { @@ -263,7 +263,7 @@ }, { "cell_type": "markdown", - "id": "23449693", + "id": "59a6ea9d", "metadata": {}, "source": [ "## Setup The Parametric Runs\n", @@ -277,7 +277,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "dafce358", + "id": "bebd4a27", "metadata": {}, "outputs": [], "source": [ @@ -297,7 +297,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "ada0fe88", + "id": "45fa7f1f", "metadata": {}, "outputs": [], "source": [ @@ -309,7 +309,7 @@ }, { "cell_type": "markdown", - "id": "944e0bfc", + "id": "d1d1ceab", "metadata": {}, "source": [ "## Compare the Cost vs Capacity Trade Off\n", @@ -322,7 +322,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "2b199b61", + "id": "d565bca4", "metadata": {}, "outputs": [ { diff --git a/examples/fixed_bottom_installations.ipynb b/examples/fixed_bottom_installations.ipynb index 6028c35f..076acb6e 100644 --- a/examples/fixed_bottom_installations.ipynb +++ b/examples/fixed_bottom_installations.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "cd236a21", + "id": "3e2604a7", "metadata": {}, "source": [ "# Fixed-Bottom Substructure Installation Models in ORBIT\n", @@ -24,14 +24,14 @@ { "cell_type": "code", "execution_count": 1, - "id": "6bace014", + "id": "2a61ba19", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "UserWarning: /var/folders/q5/tfpytqxn0r396dfg7rk5sj8rwq9tvv/T/ipykernel_83927/4204870401.py:19\n", + "UserWarning: /var/folders/q5/tfpytqxn0r396dfg7rk5sj8rwq9tvv/T/ipykernel_67167/4204870401.py:19\n", "Could not infer format, so each element will be parsed individually, falling back to `dateutil`. To ensure parsing is consistent and as-expected, please specify a format.\n" ] } @@ -62,7 +62,7 @@ }, { "cell_type": "markdown", - "id": "ac31067b", + "id": "47980b31", "metadata": {}, "source": [ "## Load The Configurations\n", @@ -75,7 +75,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "f447f9e2", + "id": "54511a8d", "metadata": {}, "outputs": [], "source": [ @@ -89,7 +89,7 @@ }, { "cell_type": "markdown", - "id": "99181714", + "id": "68655c33", "metadata": {}, "source": [ "The primary differences between these projects deal with the installation strategies, and\n", @@ -106,7 +106,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "89d1e28d", + "id": "a3921e1b", "metadata": {}, "outputs": [ { @@ -135,7 +135,7 @@ }, { "cell_type": "markdown", - "id": "1a8ec821", + "id": "900b2e0b", "metadata": {}, "source": [ "## Run The Three Cases\n", @@ -146,7 +146,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "174b692d", + "id": "7ef2bd2a", "metadata": {}, "outputs": [ { @@ -170,7 +170,7 @@ }, { "cell_type": "markdown", - "id": "385d9f76", + "id": "28102681", "metadata": {}, "source": [ "## Results Comparison\n", @@ -181,7 +181,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "446110a1", + "id": "cb0066c9", "metadata": {}, "outputs": [ { @@ -397,7 +397,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "b2dca39b", + "id": "1e0e325c", "metadata": {}, "outputs": [], "source": [ @@ -499,7 +499,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "c1a2f15d", + "id": "d9186b72", "metadata": {}, "outputs": [ { @@ -519,7 +519,7 @@ }, { "cell_type": "markdown", - "id": "18cbcae9", + "id": "a6578d44", "metadata": {}, "source": [ "### Substructure and Turbine Installation CapEx Breakdown" @@ -528,7 +528,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "364d7857", + "id": "b12b38f5", "metadata": {}, "outputs": [ { @@ -613,7 +613,7 @@ }, { "cell_type": "markdown", - "id": "0d9af11c", + "id": "2071302f", "metadata": {}, "source": [ "### Comparing Installation Timing\n", @@ -628,7 +628,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "58dc70a1", + "id": "1599489e", "metadata": {}, "outputs": [ { diff --git a/examples/introduction.ipynb b/examples/introduction.ipynb index a6fe146e..cff7af9a 100644 --- a/examples/introduction.ipynb +++ b/examples/introduction.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "404dcaee", + "id": "f334f957", "metadata": {}, "source": [ "(intro-tutorial)=\n", @@ -22,7 +22,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "4a8b4e2f", + "id": "9dcdfbab", "metadata": {}, "outputs": [], "source": [ @@ -37,7 +37,7 @@ }, { "cell_type": "markdown", - "id": "be36acf8", + "id": "a349c44b", "metadata": {}, "source": [ "While this introduction will focus on the monopile design and installation to highlight working with\n", @@ -48,7 +48,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "d20f795c", + "id": "2f89d2af", "metadata": {}, "outputs": [ { @@ -76,7 +76,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "aa743193", + "id": "100d6e72", "metadata": {}, "outputs": [ { @@ -103,7 +103,7 @@ }, { "cell_type": "markdown", - "id": "8965a688", + "id": "08c026c8", "metadata": {}, "source": [ "## Configuration Basics\n", @@ -120,7 +120,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "cc238879", + "id": "2865ce7a", "metadata": {}, "outputs": [ { @@ -158,7 +158,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "f9c3629a", + "id": "55776e22", "metadata": {}, "outputs": [ { @@ -196,7 +196,7 @@ }, { "cell_type": "markdown", - "id": "c3c1685c", + "id": "b1b02e2b", "metadata": {}, "source": [ "### Design Models\n", @@ -212,7 +212,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "76b05d41", + "id": "90cfe686", "metadata": {}, "outputs": [], "source": [ @@ -235,7 +235,7 @@ }, { "cell_type": "markdown", - "id": "c210b903", + "id": "6d341b45", "metadata": {}, "source": [ "Similar to `expected_config`, every design and installation model contains a `run` method that runs\n", @@ -245,7 +245,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "0274dfb9", + "id": "8fc19091", "metadata": {}, "outputs": [ { @@ -280,7 +280,7 @@ }, { "cell_type": "markdown", - "id": "5485720b", + "id": "ad9b9b26", "metadata": {}, "source": [ "### Incomplete or Incorrect Configurations\n", @@ -296,12 +296,8 @@ { "cell_type": "code", "execution_count": 8, - "id": "f7019be5", - "metadata": { - "tags": [ - "raises-exception" - ] - }, + "id": "8d5c9834", + "metadata": {}, "outputs": [ { "ename": "MissingInputs", @@ -326,7 +322,7 @@ }, { "cell_type": "markdown", - "id": "d11ac516", + "id": "6ec943f9", "metadata": {}, "source": [ "### Optional Inputs\n", @@ -340,7 +336,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "d275fbec", + "id": "bf800c4e", "metadata": {}, "outputs": [ { @@ -395,7 +391,7 @@ }, { "cell_type": "markdown", - "id": "9c4422de", + "id": "5b7d1c97", "metadata": {}, "source": [ "### Overriding Values from the Design Phase\n", @@ -409,7 +405,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "42735015", + "id": "42e5fa42", "metadata": {}, "outputs": [ { @@ -462,7 +458,7 @@ }, { "cell_type": "markdown", - "id": "37c05e35", + "id": "f0aaf118", "metadata": {}, "source": [ "### Installation Phases\n", @@ -482,7 +478,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "ad566671", + "id": "f3d77c25", "metadata": {}, "outputs": [ { @@ -598,7 +594,7 @@ }, { "cell_type": "markdown", - "id": "b1378b58", + "id": "3d17771d", "metadata": {}, "source": [ "### Loading and Saving Configurations\n", @@ -717,7 +713,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "9bfdaa72", + "id": "19a33009", "metadata": {}, "outputs": [ { @@ -822,7 +818,7 @@ }, { "cell_type": "markdown", - "id": "b2ed2190", + "id": "42712e7e", "metadata": {}, "source": [ "Now, we can combine the monopile design and installation configurations that were\n", @@ -833,7 +829,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "71a23479", + "id": "8cb6846f", "metadata": {}, "outputs": [ { @@ -883,7 +879,7 @@ }, { "cell_type": "markdown", - "id": "bfda1e95", + "id": "79ba6184", "metadata": {}, "source": [ "To continue with the previous subsection's demonstration, we can also save the final configuration\n", @@ -893,7 +889,7 @@ { "cell_type": "code", "execution_count": 14, - "id": "8c20200b", + "id": "001f9e67", "metadata": {}, "outputs": [ { diff --git a/examples/parametric_manager.ipynb b/examples/parametric_manager.ipynb index fdb3d10c..63938e71 100644 --- a/examples/parametric_manager.ipynb +++ b/examples/parametric_manager.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "eadbc83e", + "id": "a5dc525f", "metadata": {}, "source": [ "(parametric-manager-tutorial)=\n", @@ -20,7 +20,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "f9759ed4", + "id": "0a63554f", "metadata": {}, "outputs": [], "source": [ @@ -43,7 +43,7 @@ }, { "cell_type": "markdown", - "id": "768ed00f", + "id": "a50380fb", "metadata": {}, "source": [ "## Setting Up The Parameterized Inputs\n", @@ -57,7 +57,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "bea264c7", + "id": "57180340", "metadata": {}, "outputs": [], "source": [ @@ -69,7 +69,7 @@ }, { "cell_type": "markdown", - "id": "82a78b4d", + "id": "859a0255", "metadata": {}, "source": [ "Similar to the parameterized inputs, we must also define the desired outputs. However, outputs must\n", @@ -80,7 +80,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "192528ae", + "id": "1c4c1a28", "metadata": {}, "outputs": [], "source": [ @@ -92,7 +92,7 @@ }, { "cell_type": "markdown", - "id": "d2943f8a", + "id": "968931c8", "metadata": {}, "source": [ "## Previewing and Running The Model\n", @@ -111,7 +111,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "303204c0", + "id": "bc9bcd46", "metadata": {}, "outputs": [ { @@ -119,16 +119,16 @@ "output_type": "stream", "text": [ "ORBIT library intialized at '/Users/rhammond/GitHub_Public/ORBIT/library'\n", - "10 runs elapsed time: 3.64s\n", - "70 runs estimated time: 25.45s\n" + "10 runs elapsed time: 3.68s\n", + "70 runs estimated time: 25.78s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "10 runs elapsed time: 3.64s\n", - "70 runs estimated time: 25.45s\n" + "10 runs elapsed time: 3.68s\n", + "70 runs estimated time: 25.78s\n" ] }, { @@ -161,73 +161,73 @@ " \n", " \n", " 0\n", - " 60\n", + " 10\n", " 40\n", - " 3.189682e+08\n", - " 1.294177e+09\n", + " 3.090517e+08\n", + " 1.008934e+09\n", " \n", " \n", " 1\n", - " 40\n", - " 160\n", - " 3.483092e+08\n", - " 1.173294e+09\n", + " 50\n", + " 60\n", + " 3.243595e+08\n", + " 1.232635e+09\n", " \n", " \n", " 2\n", " 60\n", - " 140\n", - " 3.536998e+08\n", + " 40\n", + " 3.189682e+08\n", " 1.294177e+09\n", " \n", " \n", " 3\n", - " 30\n", - " 20\n", - " 3.058275e+08\n", - " 1.116196e+09\n", + " 60\n", + " 160\n", + " 3.605703e+08\n", + " 1.294177e+09\n", " \n", " \n", " 4\n", - " 50\n", - " 100\n", - " 3.361646e+08\n", - " 1.232635e+09\n", - " \n", - " \n", - " 5\n", " 30\n", " 140\n", " 3.374312e+08\n", " 1.116196e+09\n", " \n", " \n", + " 5\n", + " 70\n", + " 40\n", + " 3.200748e+08\n", + " 1.357158e+09\n", + " \n", + " \n", " 6\n", - " 50\n", + " 20\n", " 40\n", - " 3.160221e+08\n", - " 1.232635e+09\n", + " 3.121054e+08\n", + " 1.061392e+09\n", " \n", " \n", " 7\n", - " 40\n", - " 140\n", - " 3.401613e+08\n", - " 1.173294e+09\n", + " 30\n", + " 160\n", + " 3.445249e+08\n", + " 1.116196e+09\n", " \n", " \n", " 8\n", - " 50\n", - " 60\n", - " 3.243595e+08\n", - " 1.232635e+09\n", + " 70\n", + " 160\n", + " 3.607486e+08\n", + " 1.357158e+09\n", " \n", " \n", " 9\n", - " 70\n", - " 60\n", - " 3.268419e+08\n", - " 1.357158e+09\n", + " 10\n", + " 160\n", + " 3.401039e+08\n", + " 1.008934e+09\n", " \n", " \n", "\n", @@ -235,16 +235,16 @@ ], "text/plain": [ " site.depth site.distance Installation System\n", - "0 60 40 3.189682e+08 1.294177e+09\n", - "1 40 160 3.483092e+08 1.173294e+09\n", - "2 60 140 3.536998e+08 1.294177e+09\n", - "3 30 20 3.058275e+08 1.116196e+09\n", - "4 50 100 3.361646e+08 1.232635e+09\n", - "5 30 140 3.374312e+08 1.116196e+09\n", - "6 50 40 3.160221e+08 1.232635e+09\n", - "7 40 140 3.401613e+08 1.173294e+09\n", - "8 50 60 3.243595e+08 1.232635e+09\n", - "9 70 60 3.268419e+08 1.357158e+09" + "0 10 40 3.090517e+08 1.008934e+09\n", + "1 50 60 3.243595e+08 1.232635e+09\n", + "2 60 40 3.189682e+08 1.294177e+09\n", + "3 60 160 3.605703e+08 1.294177e+09\n", + "4 30 140 3.374312e+08 1.116196e+09\n", + "5 70 40 3.200748e+08 1.357158e+09\n", + "6 20 40 3.121054e+08 1.061392e+09\n", + "7 30 160 3.445249e+08 1.116196e+09\n", + "8 70 160 3.607486e+08 1.357158e+09\n", + "9 10 160 3.401039e+08 1.008934e+09" ] }, "execution_count": 4, @@ -260,7 +260,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "eed8c868", + "id": "6838f066", "metadata": {}, "outputs": [], "source": [ @@ -269,7 +269,7 @@ }, { "cell_type": "markdown", - "id": "f6abc309", + "id": "d238d215", "metadata": {}, "source": [ "The results are saved as a pandas DataFrame in the `results` attribute where each row represents a\n", @@ -287,7 +287,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "25478401", + "id": "ce4f8dd7", "metadata": {}, "outputs": [], "source": [ @@ -298,7 +298,7 @@ }, { "cell_type": "markdown", - "id": "ec375522", + "id": "71e63d76", "metadata": {}, "source": [ "As mentioned in the [`ProjectManager` tutorial](#project-manager-tutorial), the system CapEx will\n", @@ -309,7 +309,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "bd9be8c1", + "id": "3ea01b83", "metadata": {}, "outputs": [ { @@ -343,7 +343,7 @@ }, { "cell_type": "markdown", - "id": "66b8e79e", + "id": "ec7e7b47", "metadata": {}, "source": [ "However, the system CapEx only increases as the site's depth increases because only the site's\n", @@ -354,7 +354,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "f3fd26bd", + "id": "719699f5", "metadata": {}, "outputs": [ { diff --git a/examples/project_manager.ipynb b/examples/project_manager.ipynb index b71e8898..b26ccd67 100644 --- a/examples/project_manager.ipynb +++ b/examples/project_manager.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c3e1312b", + "id": "9478458d", "metadata": {}, "source": [ "(project-manager-tutorial)=\n", @@ -16,7 +16,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "ee914a76", + "id": "6920b148", "metadata": {}, "outputs": [], "source": [ @@ -35,7 +35,7 @@ }, { "cell_type": "markdown", - "id": "89174580", + "id": "e2ae08ce", "metadata": {}, "source": [ "## Compiling Input Requirements Dynamically\n", @@ -49,7 +49,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "2201d9dd", + "id": "d41c67a5", "metadata": {}, "outputs": [ { @@ -165,7 +165,7 @@ }, { "cell_type": "markdown", - "id": "a09357b2", + "id": "df262a90", "metadata": {}, "source": [ "Using the results of the `expected_config`, the following configuration is now created to minimally\n", @@ -177,7 +177,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "ad5473d3", + "id": "48928a3e", "metadata": {}, "outputs": [ { @@ -233,7 +233,7 @@ }, { "cell_type": "markdown", - "id": "e2b6416f", + "id": "8c24275e", "metadata": {}, "source": [ "## Weather Profiles\n", @@ -246,7 +246,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "65801c24", + "id": "f4af9ed8", "metadata": {}, "outputs": [], "source": [ @@ -258,7 +258,7 @@ }, { "cell_type": "markdown", - "id": "b100b39f", + "id": "9571184e", "metadata": {}, "source": [ "## Accessing Individual Models\n", @@ -271,7 +271,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "637e5a33", + "id": "f0e592e0", "metadata": {}, "outputs": [ { @@ -289,7 +289,7 @@ }, { "cell_type": "markdown", - "id": "52c36f67", + "id": "b493365f", "metadata": {}, "source": [ "## Phase-Specific Configurations\n", @@ -379,7 +379,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "f1848491", + "id": "35618341", "metadata": {}, "outputs": [], "source": [ @@ -441,7 +441,7 @@ }, { "cell_type": "markdown", - "id": "a7ee1f92", + "id": "38ca24c0", "metadata": {}, "source": [ "Now, we can make a quick visualization to see how the start timing plays out. Notice how the\n", @@ -453,7 +453,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "b7472865", + "id": "a26f44da", "metadata": {}, "outputs": [ { @@ -486,7 +486,7 @@ }, { "cell_type": "markdown", - "id": "37ee1e89", + "id": "12e2f746", "metadata": {}, "source": [ "(phase-dependent-timing)=\n", @@ -501,7 +501,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "a31a0a83", + "id": "6ae740ad", "metadata": {}, "outputs": [ { diff --git a/examples/supply_chains.ipynb b/examples/supply_chains.ipynb index daa0a5a1..2a35070d 100644 --- a/examples/supply_chains.ipynb +++ b/examples/supply_chains.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f781d74a", + "id": "14d6b17a", "metadata": {}, "source": [ "# Modeling Supply Chains\n", @@ -18,14 +18,14 @@ { "cell_type": "code", "execution_count": 1, - "id": "fa0cbe14", + "id": "096f0ce3", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "UserWarning: /var/folders/q5/tfpytqxn0r396dfg7rk5sj8rwq9tvv/T/ipykernel_84155/774869178.py:14\n", + "UserWarning: /var/folders/q5/tfpytqxn0r396dfg7rk5sj8rwq9tvv/T/ipykernel_67354/774869178.py:14\n", "Could not infer format, so each element will be parsed individually, falling back to `dateutil`. To ensure parsing is consistent and as-expected, please specify a format.\n" ] } @@ -51,7 +51,7 @@ }, { "cell_type": "markdown", - "id": "b9414709", + "id": "fe9147db", "metadata": {}, "source": [ "## Preparing The Cases\n", @@ -66,7 +66,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "faabe206", + "id": "964661b7", "metadata": {}, "outputs": [ { @@ -113,7 +113,7 @@ }, { "cell_type": "markdown", - "id": "89666817", + "id": "df869027", "metadata": {}, "source": [ "## Comparing Results\n", @@ -124,7 +124,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "cc0c89e3", + "id": "21aa4a1b", "metadata": {}, "outputs": [ { @@ -145,7 +145,7 @@ }, { "cell_type": "markdown", - "id": "c2aaba24", + "id": "7385904a", "metadata": {}, "source": [ "### Installation Timing\n", @@ -158,7 +158,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "4002dab5", + "id": "b216db6f", "metadata": {}, "outputs": [], "source": [ @@ -187,7 +187,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "0cb561db", + "id": "bd04e781", "metadata": {}, "outputs": [ { @@ -248,7 +248,7 @@ }, { "cell_type": "markdown", - "id": "f0422e22", + "id": "efb1b48a", "metadata": {}, "source": [ "### Port Storage" @@ -257,13 +257,13 @@ { "cell_type": "code", "execution_count": 6, - "id": "1e1b607e", + "id": "07a80fb2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 6,